<!DOCTYPE html>

<html>

<head>

<meta charset="utf-8" />
<meta name="generator" content="pandoc" />
<meta http-equiv="X-UA-Compatible" content="IE=EDGE" />


<meta name="author" content="Olga V. Chyzh" />

<meta name="date" content="2023-04-13" />

<title>Replication for ‘How to Stop Contagion: Applying Network Science to Evaluate the Effectiveness of Covid-19 Vaccine Distribution Plans’</title>

<script>// Pandoc 2.9 adds attributes on both header and div. We remove the former (to
// be compatible with the behavior of Pandoc < 2.8).
document.addEventListener('DOMContentLoaded', function(e) {
  var hs = document.querySelectorAll("div.section[class*='level'] > :first-child");
  var i, h, a;
  for (i = 0; i < hs.length; i++) {
    h = hs[i];
    if (!/^h[1-6]$/i.test(h.tagName)) continue;  // it should be a header h1-h6
    a = h.attributes;
    while (a.length > 0) h.removeAttribute(a[0].name);
  }
});
</script>
<script>/*! jQuery v3.6.0 | (c) OpenJS Foundation and other contributors | jquery.org/license */
!function(e,t){"use strict";"object"==typeof module&&"object"==typeof module.exports?module.exports=e.document?t(e,!0):function(e){if(!e.document)throw new Error("jQuery requires a window with a document");return t(e)}:t(e)}("undefined"!=typeof window?window:this,function(C,e){"use strict";var t=[],r=Object.getPrototypeOf,s=t.slice,g=t.flat?function(e){return t.flat.call(e)}:function(e){return t.concat.apply([],e)},u=t.push,i=t.indexOf,n={},o=n.toString,v=n.hasOwnProperty,a=v.toString,l=a.call(Object),y={},m=function(e){return"function"==typeof e&&"number"!=typeof e.nodeType&&"function"!=typeof e.item},x=function(e){return null!=e&&e===e.window},E=C.document,c={type:!0,src:!0,nonce:!0,noModule:!0};function b(e,t,n){var r,i,o=(n=n||E).createElement("script");if(o.text=e,t)for(r in c)(i=t[r]||t.getAttribute&&t.getAttribute(r))&&o.setAttribute(r,i);n.head.appendChild(o).parentNode.removeChild(o)}function w(e){return null==e?e+"":"object"==typeof e||"function"==typeof e?n[o.call(e)]||"object":typeof e}var f="3.6.0",S=function(e,t){return new S.fn.init(e,t)};function p(e){var t=!!e&&"length"in e&&e.length,n=w(e);return!m(e)&&!x(e)&&("array"===n||0===t||"number"==typeof t&&0<t&&t-1 in e)}S.fn=S.prototype={jquery:f,constructor:S,length:0,toArray:function(){return s.call(this)},get:function(e){return null==e?s.call(this):e<0?this[e+this.length]:this[e]},pushStack:function(e){var t=S.merge(this.constructor(),e);return t.prevObject=this,t},each:function(e){return S.each(this,e)},map:function(n){return this.pushStack(S.map(this,function(e,t){return n.call(e,t,e)}))},slice:function(){return this.pushStack(s.apply(this,arguments))},first:function(){return this.eq(0)},last:function(){return this.eq(-1)},even:function(){return this.pushStack(S.grep(this,function(e,t){return(t+1)%2}))},odd:function(){return this.pushStack(S.grep(this,function(e,t){return t%2}))},eq:function(e){var t=this.length,n=+e+(e<0?t:0);return this.pushStack(0<=n&&n<t?[this[n]]:[])},end:function(){return this.prevObject||this.constructor()},push:u,sort:t.sort,splice:t.splice},S.extend=S.fn.extend=function(){var e,t,n,r,i,o,a=arguments[0]||{},s=1,u=arguments.length,l=!1;for("boolean"==typeof a&&(l=a,a=arguments[s]||{},s++),"object"==typeof a||m(a)||(a={}),s===u&&(a=this,s--);s<u;s++)if(null!=(e=arguments[s]))for(t in e)r=e[t],"__proto__"!==t&&a!==r&&(l&&r&&(S.isPlainObject(r)||(i=Array.isArray(r)))?(n=a[t],o=i&&!Array.isArray(n)?[]:i||S.isPlainObject(n)?n:{},i=!1,a[t]=S.extend(l,o,r)):void 0!==r&&(a[t]=r));return a},S.extend({expando:"jQuery"+(f+Math.random()).replace(/\D/g,""),isReady:!0,error:function(e){throw new Error(e)},noop:function(){},isPlainObject:function(e){var t,n;return!(!e||"[object Object]"!==o.call(e))&&(!(t=r(e))||"function"==typeof(n=v.call(t,"constructor")&&t.constructor)&&a.call(n)===l)},isEmptyObject:function(e){var t;for(t in e)return!1;return!0},globalEval:function(e,t,n){b(e,{nonce:t&&t.nonce},n)},each:function(e,t){var n,r=0;if(p(e)){for(n=e.length;r<n;r++)if(!1===t.call(e[r],r,e[r]))break}else for(r in e)if(!1===t.call(e[r],r,e[r]))break;return e},makeArray:function(e,t){var n=t||[];return null!=e&&(p(Object(e))?S.merge(n,"string"==typeof e?[e]:e):u.call(n,e)),n},inArray:function(e,t,n){return null==t?-1:i.call(t,e,n)},merge:function(e,t){for(var n=+t.length,r=0,i=e.length;r<n;r++)e[i++]=t[r];return e.length=i,e},grep:function(e,t,n){for(var r=[],i=0,o=e.length,a=!n;i<o;i++)!t(e[i],i)!==a&&r.push(e[i]);return r},map:function(e,t,n){var r,i,o=0,a=[];if(p(e))for(r=e.length;o<r;o++)null!=(i=t(e[o],o,n))&&a.push(i);else for(o in e)null!=(i=t(e[o],o,n))&&a.push(i);return g(a)},guid:1,support:y}),"function"==typeof Symbol&&(S.fn[Symbol.iterator]=t[Symbol.iterator]),S.each("Boolean Number String Function Array Date RegExp Object Error Symbol".split(" "),function(e,t){n["[object "+t+"]"]=t.toLowerCase()});var d=function(n){var e,d,b,o,i,h,f,g,w,u,l,T,C,a,E,v,s,c,y,S="sizzle"+1*new Date,p=n.document,k=0,r=0,m=ue(),x=ue(),A=ue(),N=ue(),j=function(e,t){return e===t&&(l=!0),0},D={}.hasOwnProperty,t=[],q=t.pop,L=t.push,H=t.push,O=t.slice,P=function(e,t){for(var n=0,r=e.length;n<r;n++)if(e[n]===t)return n;return-1},R="checked|selected|async|autofocus|autoplay|controls|defer|disabled|hidden|ismap|loop|multiple|open|readonly|required|scoped",M="[\\x20\\t\\r\\n\\f]",I="(?:\\\\[\\da-fA-F]{1,6}"+M+"?|\\\\[^\\r\\n\\f]|[\\w-]|[^\0-\\x7f])+",W="\\["+M+"*("+I+")(?:"+M+"*([*^$|!~]?=)"+M+"*(?:'((?:\\\\.|[^\\\\'])*)'|\"((?:\\\\.|[^\\\\\"])*)\"|("+I+"))|)"+M+"*\\]",F=":("+I+")(?:\\((('((?:\\\\.|[^\\\\'])*)'|\"((?:\\\\.|[^\\\\\"])*)\")|((?:\\\\.|[^\\\\()[\\]]|"+W+")*)|.*)\\)|)",B=new RegExp(M+"+","g"),$=new RegExp("^"+M+"+|((?:^|[^\\\\])(?:\\\\.)*)"+M+"+$","g"),_=new RegExp("^"+M+"*,"+M+"*"),z=new RegExp("^"+M+"*([>+~]|"+M+")"+M+"*"),U=new RegExp(M+"|>"),X=new RegExp(F),V=new RegExp("^"+I+"$"),G={ID:new RegExp("^#("+I+")"),CLASS:new RegExp("^\\.("+I+")"),TAG:new RegExp("^("+I+"|[*])"),ATTR:new RegExp("^"+W),PSEUDO:new RegExp("^"+F),CHILD:new RegExp("^:(only|first|last|nth|nth-last)-(child|of-type)(?:\\("+M+"*(even|odd|(([+-]|)(\\d*)n|)"+M+"*(?:([+-]|)"+M+"*(\\d+)|))"+M+"*\\)|)","i"),bool:new RegExp("^(?:"+R+")$","i"),needsContext:new RegExp("^"+M+"*[>+~]|:(even|odd|eq|gt|lt|nth|first|last)(?:\\("+M+"*((?:-\\d)?\\d*)"+M+"*\\)|)(?=[^-]|$)","i")},Y=/HTML$/i,Q=/^(?:input|select|textarea|button)$/i,J=/^h\d$/i,K=/^[^{]+\{\s*\[native \w/,Z=/^(?:#([\w-]+)|(\w+)|\.([\w-]+))$/,ee=/[+~]/,te=new RegExp("\\\\[\\da-fA-F]{1,6}"+M+"?|\\\\([^\\r\\n\\f])","g"),ne=function(e,t){var n="0x"+e.slice(1)-65536;return t||(n<0?String.fromCharCode(n+65536):String.fromCharCode(n>>10|55296,1023&n|56320))},re=/([\0-\x1f\x7f]|^-?\d)|^-$|[^\0-\x1f\x7f-\uFFFF\w-]/g,ie=function(e,t){return t?"\0"===e?"\ufffd":e.slice(0,-1)+"\\"+e.charCodeAt(e.length-1).toString(16)+" ":"\\"+e},oe=function(){T()},ae=be(function(e){return!0===e.disabled&&"fieldset"===e.nodeName.toLowerCase()},{dir:"parentNode",next:"legend"});try{H.apply(t=O.call(p.childNodes),p.childNodes),t[p.childNodes.length].nodeType}catch(e){H={apply:t.length?function(e,t){L.apply(e,O.call(t))}:function(e,t){var n=e.length,r=0;while(e[n++]=t[r++]);e.length=n-1}}}function se(t,e,n,r){var i,o,a,s,u,l,c,f=e&&e.ownerDocument,p=e?e.nodeType:9;if(n=n||[],"string"!=typeof t||!t||1!==p&&9!==p&&11!==p)return n;if(!r&&(T(e),e=e||C,E)){if(11!==p&&(u=Z.exec(t)))if(i=u[1]){if(9===p){if(!(a=e.getElementById(i)))return n;if(a.id===i)return n.push(a),n}else if(f&&(a=f.getElementById(i))&&y(e,a)&&a.id===i)return n.push(a),n}else{if(u[2])return H.apply(n,e.getElementsByTagName(t)),n;if((i=u[3])&&d.getElementsByClassName&&e.getElementsByClassName)return H.apply(n,e.getElementsByClassName(i)),n}if(d.qsa&&!N[t+" "]&&(!v||!v.test(t))&&(1!==p||"object"!==e.nodeName.toLowerCase())){if(c=t,f=e,1===p&&(U.test(t)||z.test(t))){(f=ee.test(t)&&ye(e.parentNode)||e)===e&&d.scope||((s=e.getAttribute("id"))?s=s.replace(re,ie):e.setAttribute("id",s=S)),o=(l=h(t)).length;while(o--)l[o]=(s?"#"+s:":scope")+" "+xe(l[o]);c=l.join(",")}try{return H.apply(n,f.querySelectorAll(c)),n}catch(e){N(t,!0)}finally{s===S&&e.removeAttribute("id")}}}return g(t.replace($,"$1"),e,n,r)}function ue(){var r=[];return function e(t,n){return r.push(t+" ")>b.cacheLength&&delete e[r.shift()],e[t+" "]=n}}function le(e){return e[S]=!0,e}function ce(e){var t=C.createElement("fieldset");try{return!!e(t)}catch(e){return!1}finally{t.parentNode&&t.parentNode.removeChild(t),t=null}}function fe(e,t){var n=e.split("|"),r=n.length;while(r--)b.attrHandle[n[r]]=t}function pe(e,t){var n=t&&e,r=n&&1===e.nodeType&&1===t.nodeType&&e.sourceIndex-t.sourceIndex;if(r)return r;if(n)while(n=n.nextSibling)if(n===t)return-1;return e?1:-1}function de(t){return function(e){return"input"===e.nodeName.toLowerCase()&&e.type===t}}function he(n){return function(e){var t=e.nodeName.toLowerCase();return("input"===t||"button"===t)&&e.type===n}}function ge(t){return function(e){return"form"in e?e.parentNode&&!1===e.disabled?"label"in e?"label"in e.parentNode?e.parentNode.disabled===t:e.disabled===t:e.isDisabled===t||e.isDisabled!==!t&&ae(e)===t:e.disabled===t:"label"in e&&e.disabled===t}}function ve(a){return le(function(o){return o=+o,le(function(e,t){var n,r=a([],e.length,o),i=r.length;while(i--)e[n=r[i]]&&(e[n]=!(t[n]=e[n]))})})}function ye(e){return e&&"undefined"!=typeof e.getElementsByTagName&&e}for(e in d=se.support={},i=se.isXML=function(e){var t=e&&e.namespaceURI,n=e&&(e.ownerDocument||e).documentElement;return!Y.test(t||n&&n.nodeName||"HTML")},T=se.setDocument=function(e){var t,n,r=e?e.ownerDocument||e:p;return r!=C&&9===r.nodeType&&r.documentElement&&(a=(C=r).documentElement,E=!i(C),p!=C&&(n=C.defaultView)&&n.top!==n&&(n.addEventListener?n.addEventListener("unload",oe,!1):n.attachEvent&&n.attachEvent("onunload",oe)),d.scope=ce(function(e){return a.appendChild(e).appendChild(C.createElement("div")),"undefined"!=typeof e.querySelectorAll&&!e.querySelectorAll(":scope fieldset div").length}),d.attributes=ce(function(e){return e.className="i",!e.getAttribute("className")}),d.getElementsByTagName=ce(function(e){return e.appendChild(C.createComment("")),!e.getElementsByTagName("*").length}),d.getElementsByClassName=K.test(C.getElementsByClassName),d.getById=ce(function(e){return a.appendChild(e).id=S,!C.getElementsByName||!C.getElementsByName(S).length}),d.getById?(b.filter.ID=function(e){var t=e.replace(te,ne);return function(e){return e.getAttribute("id")===t}},b.find.ID=function(e,t){if("undefined"!=typeof t.getElementById&&E){var n=t.getElementById(e);return n?[n]:[]}}):(b.filter.ID=function(e){var n=e.replace(te,ne);return function(e){var t="undefined"!=typeof e.getAttributeNode&&e.getAttributeNode("id");return t&&t.value===n}},b.find.ID=function(e,t){if("undefined"!=typeof t.getElementById&&E){var n,r,i,o=t.getElementById(e);if(o){if((n=o.getAttributeNode("id"))&&n.value===e)return[o];i=t.getElementsByName(e),r=0;while(o=i[r++])if((n=o.getAttributeNode("id"))&&n.value===e)return[o]}return[]}}),b.find.TAG=d.getElementsByTagName?function(e,t){return"undefined"!=typeof t.getElementsByTagName?t.getElementsByTagName(e):d.qsa?t.querySelectorAll(e):void 0}:function(e,t){var n,r=[],i=0,o=t.getElementsByTagName(e);if("*"===e){while(n=o[i++])1===n.nodeType&&r.push(n);return r}return o},b.find.CLASS=d.getElementsByClassName&&function(e,t){if("undefined"!=typeof t.getElementsByClassName&&E)return t.getElementsByClassName(e)},s=[],v=[],(d.qsa=K.test(C.querySelectorAll))&&(ce(function(e){var t;a.appendChild(e).innerHTML="<a id='"+S+"'></a><select id='"+S+"-\r\\' msallowcapture=''><option selected=''></option></select>",e.querySelectorAll("[msallowcapture^='']").length&&v.push("[*^$]="+M+"*(?:''|\"\")"),e.querySelectorAll("[selected]").length||v.push("\\["+M+"*(?:value|"+R+")"),e.querySelectorAll("[id~="+S+"-]").length||v.push("~="),(t=C.createElement("input")).setAttribute("name",""),e.appendChild(t),e.querySelectorAll("[name='']").length||v.push("\\["+M+"*name"+M+"*="+M+"*(?:''|\"\")"),e.querySelectorAll(":checked").length||v.push(":checked"),e.querySelectorAll("a#"+S+"+*").length||v.push(".#.+[+~]"),e.querySelectorAll("\\\f"),v.push("[\\r\\n\\f]")}),ce(function(e){e.innerHTML="<a href='' disabled='disabled'></a><select disabled='disabled'><option/></select>";var t=C.createElement("input");t.setAttribute("type","hidden"),e.appendChild(t).setAttribute("name","D"),e.querySelectorAll("[name=d]").length&&v.push("name"+M+"*[*^$|!~]?="),2!==e.querySelectorAll(":enabled").length&&v.push(":enabled",":disabled"),a.appendChild(e).disabled=!0,2!==e.querySelectorAll(":disabled").length&&v.push(":enabled",":disabled"),e.querySelectorAll("*,:x"),v.push(",.*:")})),(d.matchesSelector=K.test(c=a.matches||a.webkitMatchesSelector||a.mozMatchesSelector||a.oMatchesSelector||a.msMatchesSelector))&&ce(function(e){d.disconnectedMatch=c.call(e,"*"),c.call(e,"[s!='']:x"),s.push("!=",F)}),v=v.length&&new RegExp(v.join("|")),s=s.length&&new RegExp(s.join("|")),t=K.test(a.compareDocumentPosition),y=t||K.test(a.contains)?function(e,t){var n=9===e.nodeType?e.documentElement:e,r=t&&t.parentNode;return e===r||!(!r||1!==r.nodeType||!(n.contains?n.contains(r):e.compareDocumentPosition&&16&e.compareDocumentPosition(r)))}:function(e,t){if(t)while(t=t.parentNode)if(t===e)return!0;return!1},j=t?function(e,t){if(e===t)return l=!0,0;var n=!e.compareDocumentPosition-!t.compareDocumentPosition;return n||(1&(n=(e.ownerDocument||e)==(t.ownerDocument||t)?e.compareDocumentPosition(t):1)||!d.sortDetached&&t.compareDocumentPosition(e)===n?e==C||e.ownerDocument==p&&y(p,e)?-1:t==C||t.ownerDocument==p&&y(p,t)?1:u?P(u,e)-P(u,t):0:4&n?-1:1)}:function(e,t){if(e===t)return l=!0,0;var n,r=0,i=e.parentNode,o=t.parentNode,a=[e],s=[t];if(!i||!o)return e==C?-1:t==C?1:i?-1:o?1:u?P(u,e)-P(u,t):0;if(i===o)return pe(e,t);n=e;while(n=n.parentNode)a.unshift(n);n=t;while(n=n.parentNode)s.unshift(n);while(a[r]===s[r])r++;return r?pe(a[r],s[r]):a[r]==p?-1:s[r]==p?1:0}),C},se.matches=function(e,t){return se(e,null,null,t)},se.matchesSelector=function(e,t){if(T(e),d.matchesSelector&&E&&!N[t+" "]&&(!s||!s.test(t))&&(!v||!v.test(t)))try{var n=c.call(e,t);if(n||d.disconnectedMatch||e.document&&11!==e.document.nodeType)return n}catch(e){N(t,!0)}return 0<se(t,C,null,[e]).length},se.contains=function(e,t){return(e.ownerDocument||e)!=C&&T(e),y(e,t)},se.attr=function(e,t){(e.ownerDocument||e)!=C&&T(e);var n=b.attrHandle[t.toLowerCase()],r=n&&D.call(b.attrHandle,t.toLowerCase())?n(e,t,!E):void 0;return void 0!==r?r:d.attributes||!E?e.getAttribute(t):(r=e.getAttributeNode(t))&&r.specified?r.value:null},se.escape=function(e){return(e+"").replace(re,ie)},se.error=function(e){throw new Error("Syntax error, unrecognized expression: "+e)},se.uniqueSort=function(e){var t,n=[],r=0,i=0;if(l=!d.detectDuplicates,u=!d.sortStable&&e.slice(0),e.sort(j),l){while(t=e[i++])t===e[i]&&(r=n.push(i));while(r--)e.splice(n[r],1)}return u=null,e},o=se.getText=function(e){var t,n="",r=0,i=e.nodeType;if(i){if(1===i||9===i||11===i){if("string"==typeof e.textContent)return e.textContent;for(e=e.firstChild;e;e=e.nextSibling)n+=o(e)}else if(3===i||4===i)return e.nodeValue}else while(t=e[r++])n+=o(t);return n},(b=se.selectors={cacheLength:50,createPseudo:le,match:G,attrHandle:{},find:{},relative:{">":{dir:"parentNode",first:!0}," ":{dir:"parentNode"},"+":{dir:"previousSibling",first:!0},"~":{dir:"previousSibling"}},preFilter:{ATTR:function(e){return e[1]=e[1].replace(te,ne),e[3]=(e[3]||e[4]||e[5]||"").replace(te,ne),"~="===e[2]&&(e[3]=" "+e[3]+" "),e.slice(0,4)},CHILD:function(e){return e[1]=e[1].toLowerCase(),"nth"===e[1].slice(0,3)?(e[3]||se.error(e[0]),e[4]=+(e[4]?e[5]+(e[6]||1):2*("even"===e[3]||"odd"===e[3])),e[5]=+(e[7]+e[8]||"odd"===e[3])):e[3]&&se.error(e[0]),e},PSEUDO:function(e){var t,n=!e[6]&&e[2];return G.CHILD.test(e[0])?null:(e[3]?e[2]=e[4]||e[5]||"":n&&X.test(n)&&(t=h(n,!0))&&(t=n.indexOf(")",n.length-t)-n.length)&&(e[0]=e[0].slice(0,t),e[2]=n.slice(0,t)),e.slice(0,3))}},filter:{TAG:function(e){var t=e.replace(te,ne).toLowerCase();return"*"===e?function(){return!0}:function(e){return e.nodeName&&e.nodeName.toLowerCase()===t}},CLASS:function(e){var t=m[e+" "];return t||(t=new RegExp("(^|"+M+")"+e+"("+M+"|$)"))&&m(e,function(e){return t.test("string"==typeof e.className&&e.className||"undefined"!=typeof e.getAttribute&&e.getAttribute("class")||"")})},ATTR:function(n,r,i){return function(e){var t=se.attr(e,n);return null==t?"!="===r:!r||(t+="","="===r?t===i:"!="===r?t!==i:"^="===r?i&&0===t.indexOf(i):"*="===r?i&&-1<t.indexOf(i):"$="===r?i&&t.slice(-i.length)===i:"~="===r?-1<(" "+t.replace(B," ")+" ").indexOf(i):"|="===r&&(t===i||t.slice(0,i.length+1)===i+"-"))}},CHILD:function(h,e,t,g,v){var y="nth"!==h.slice(0,3),m="last"!==h.slice(-4),x="of-type"===e;return 1===g&&0===v?function(e){return!!e.parentNode}:function(e,t,n){var r,i,o,a,s,u,l=y!==m?"nextSibling":"previousSibling",c=e.parentNode,f=x&&e.nodeName.toLowerCase(),p=!n&&!x,d=!1;if(c){if(y){while(l){a=e;while(a=a[l])if(x?a.nodeName.toLowerCase()===f:1===a.nodeType)return!1;u=l="only"===h&&!u&&"nextSibling"}return!0}if(u=[m?c.firstChild:c.lastChild],m&&p){d=(s=(r=(i=(o=(a=c)[S]||(a[S]={}))[a.uniqueID]||(o[a.uniqueID]={}))[h]||[])[0]===k&&r[1])&&r[2],a=s&&c.childNodes[s];while(a=++s&&a&&a[l]||(d=s=0)||u.pop())if(1===a.nodeType&&++d&&a===e){i[h]=[k,s,d];break}}else if(p&&(d=s=(r=(i=(o=(a=e)[S]||(a[S]={}))[a.uniqueID]||(o[a.uniqueID]={}))[h]||[])[0]===k&&r[1]),!1===d)while(a=++s&&a&&a[l]||(d=s=0)||u.pop())if((x?a.nodeName.toLowerCase()===f:1===a.nodeType)&&++d&&(p&&((i=(o=a[S]||(a[S]={}))[a.uniqueID]||(o[a.uniqueID]={}))[h]=[k,d]),a===e))break;return(d-=v)===g||d%g==0&&0<=d/g}}},PSEUDO:function(e,o){var t,a=b.pseudos[e]||b.setFilters[e.toLowerCase()]||se.error("unsupported pseudo: "+e);return a[S]?a(o):1<a.length?(t=[e,e,"",o],b.setFilters.hasOwnProperty(e.toLowerCase())?le(function(e,t){var n,r=a(e,o),i=r.length;while(i--)e[n=P(e,r[i])]=!(t[n]=r[i])}):function(e){return a(e,0,t)}):a}},pseudos:{not:le(function(e){var r=[],i=[],s=f(e.replace($,"$1"));return s[S]?le(function(e,t,n,r){var i,o=s(e,null,r,[]),a=e.length;while(a--)(i=o[a])&&(e[a]=!(t[a]=i))}):function(e,t,n){return r[0]=e,s(r,null,n,i),r[0]=null,!i.pop()}}),has:le(function(t){return function(e){return 0<se(t,e).length}}),contains:le(function(t){return t=t.replace(te,ne),function(e){return-1<(e.textContent||o(e)).indexOf(t)}}),lang:le(function(n){return V.test(n||"")||se.error("unsupported lang: "+n),n=n.replace(te,ne).toLowerCase(),function(e){var t;do{if(t=E?e.lang:e.getAttribute("xml:lang")||e.getAttribute("lang"))return(t=t.toLowerCase())===n||0===t.indexOf(n+"-")}while((e=e.parentNode)&&1===e.nodeType);return!1}}),target:function(e){var t=n.location&&n.location.hash;return t&&t.slice(1)===e.id},root:function(e){return e===a},focus:function(e){return e===C.activeElement&&(!C.hasFocus||C.hasFocus())&&!!(e.type||e.href||~e.tabIndex)},enabled:ge(!1),disabled:ge(!0),checked:function(e){var t=e.nodeName.toLowerCase();return"input"===t&&!!e.checked||"option"===t&&!!e.selected},selected:function(e){return e.parentNode&&e.parentNode.selectedIndex,!0===e.selected},empty:function(e){for(e=e.firstChild;e;e=e.nextSibling)if(e.nodeType<6)return!1;return!0},parent:function(e){return!b.pseudos.empty(e)},header:function(e){return J.test(e.nodeName)},input:function(e){return Q.test(e.nodeName)},button:function(e){var t=e.nodeName.toLowerCase();return"input"===t&&"button"===e.type||"button"===t},text:function(e){var t;return"input"===e.nodeName.toLowerCase()&&"text"===e.type&&(null==(t=e.getAttribute("type"))||"text"===t.toLowerCase())},first:ve(function(){return[0]}),last:ve(function(e,t){return[t-1]}),eq:ve(function(e,t,n){return[n<0?n+t:n]}),even:ve(function(e,t){for(var n=0;n<t;n+=2)e.push(n);return e}),odd:ve(function(e,t){for(var n=1;n<t;n+=2)e.push(n);return e}),lt:ve(function(e,t,n){for(var r=n<0?n+t:t<n?t:n;0<=--r;)e.push(r);return e}),gt:ve(function(e,t,n){for(var r=n<0?n+t:n;++r<t;)e.push(r);return e})}}).pseudos.nth=b.pseudos.eq,{radio:!0,checkbox:!0,file:!0,password:!0,image:!0})b.pseudos[e]=de(e);for(e in{submit:!0,reset:!0})b.pseudos[e]=he(e);function me(){}function xe(e){for(var t=0,n=e.length,r="";t<n;t++)r+=e[t].value;return r}function be(s,e,t){var u=e.dir,l=e.next,c=l||u,f=t&&"parentNode"===c,p=r++;return e.first?function(e,t,n){while(e=e[u])if(1===e.nodeType||f)return s(e,t,n);return!1}:function(e,t,n){var r,i,o,a=[k,p];if(n){while(e=e[u])if((1===e.nodeType||f)&&s(e,t,n))return!0}else while(e=e[u])if(1===e.nodeType||f)if(i=(o=e[S]||(e[S]={}))[e.uniqueID]||(o[e.uniqueID]={}),l&&l===e.nodeName.toLowerCase())e=e[u]||e;else{if((r=i[c])&&r[0]===k&&r[1]===p)return a[2]=r[2];if((i[c]=a)[2]=s(e,t,n))return!0}return!1}}function we(i){return 1<i.length?function(e,t,n){var r=i.length;while(r--)if(!i[r](e,t,n))return!1;return!0}:i[0]}function Te(e,t,n,r,i){for(var o,a=[],s=0,u=e.length,l=null!=t;s<u;s++)(o=e[s])&&(n&&!n(o,r,i)||(a.push(o),l&&t.push(s)));return a}function Ce(d,h,g,v,y,e){return v&&!v[S]&&(v=Ce(v)),y&&!y[S]&&(y=Ce(y,e)),le(function(e,t,n,r){var i,o,a,s=[],u=[],l=t.length,c=e||function(e,t,n){for(var r=0,i=t.length;r<i;r++)se(e,t[r],n);return n}(h||"*",n.nodeType?[n]:n,[]),f=!d||!e&&h?c:Te(c,s,d,n,r),p=g?y||(e?d:l||v)?[]:t:f;if(g&&g(f,p,n,r),v){i=Te(p,u),v(i,[],n,r),o=i.length;while(o--)(a=i[o])&&(p[u[o]]=!(f[u[o]]=a))}if(e){if(y||d){if(y){i=[],o=p.length;while(o--)(a=p[o])&&i.push(f[o]=a);y(null,p=[],i,r)}o=p.length;while(o--)(a=p[o])&&-1<(i=y?P(e,a):s[o])&&(e[i]=!(t[i]=a))}}else p=Te(p===t?p.splice(l,p.length):p),y?y(null,t,p,r):H.apply(t,p)})}function Ee(e){for(var i,t,n,r=e.length,o=b.relative[e[0].type],a=o||b.relative[" "],s=o?1:0,u=be(function(e){return e===i},a,!0),l=be(function(e){return-1<P(i,e)},a,!0),c=[function(e,t,n){var r=!o&&(n||t!==w)||((i=t).nodeType?u(e,t,n):l(e,t,n));return i=null,r}];s<r;s++)if(t=b.relative[e[s].type])c=[be(we(c),t)];else{if((t=b.filter[e[s].type].apply(null,e[s].matches))[S]){for(n=++s;n<r;n++)if(b.relative[e[n].type])break;return Ce(1<s&&we(c),1<s&&xe(e.slice(0,s-1).concat({value:" "===e[s-2].type?"*":""})).replace($,"$1"),t,s<n&&Ee(e.slice(s,n)),n<r&&Ee(e=e.slice(n)),n<r&&xe(e))}c.push(t)}return we(c)}return me.prototype=b.filters=b.pseudos,b.setFilters=new me,h=se.tokenize=function(e,t){var n,r,i,o,a,s,u,l=x[e+" "];if(l)return t?0:l.slice(0);a=e,s=[],u=b.preFilter;while(a){for(o in n&&!(r=_.exec(a))||(r&&(a=a.slice(r[0].length)||a),s.push(i=[])),n=!1,(r=z.exec(a))&&(n=r.shift(),i.push({value:n,type:r[0].replace($," ")}),a=a.slice(n.length)),b.filter)!(r=G[o].exec(a))||u[o]&&!(r=u[o](r))||(n=r.shift(),i.push({value:n,type:o,matches:r}),a=a.slice(n.length));if(!n)break}return t?a.length:a?se.error(e):x(e,s).slice(0)},f=se.compile=function(e,t){var n,v,y,m,x,r,i=[],o=[],a=A[e+" "];if(!a){t||(t=h(e)),n=t.length;while(n--)(a=Ee(t[n]))[S]?i.push(a):o.push(a);(a=A(e,(v=o,m=0<(y=i).length,x=0<v.length,r=function(e,t,n,r,i){var o,a,s,u=0,l="0",c=e&&[],f=[],p=w,d=e||x&&b.find.TAG("*",i),h=k+=null==p?1:Math.random()||.1,g=d.length;for(i&&(w=t==C||t||i);l!==g&&null!=(o=d[l]);l++){if(x&&o){a=0,t||o.ownerDocument==C||(T(o),n=!E);while(s=v[a++])if(s(o,t||C,n)){r.push(o);break}i&&(k=h)}m&&((o=!s&&o)&&u--,e&&c.push(o))}if(u+=l,m&&l!==u){a=0;while(s=y[a++])s(c,f,t,n);if(e){if(0<u)while(l--)c[l]||f[l]||(f[l]=q.call(r));f=Te(f)}H.apply(r,f),i&&!e&&0<f.length&&1<u+y.length&&se.uniqueSort(r)}return i&&(k=h,w=p),c},m?le(r):r))).selector=e}return a},g=se.select=function(e,t,n,r){var i,o,a,s,u,l="function"==typeof e&&e,c=!r&&h(e=l.selector||e);if(n=n||[],1===c.length){if(2<(o=c[0]=c[0].slice(0)).length&&"ID"===(a=o[0]).type&&9===t.nodeType&&E&&b.relative[o[1].type]){if(!(t=(b.find.ID(a.matches[0].replace(te,ne),t)||[])[0]))return n;l&&(t=t.parentNode),e=e.slice(o.shift().value.length)}i=G.needsContext.test(e)?0:o.length;while(i--){if(a=o[i],b.relative[s=a.type])break;if((u=b.find[s])&&(r=u(a.matches[0].replace(te,ne),ee.test(o[0].type)&&ye(t.parentNode)||t))){if(o.splice(i,1),!(e=r.length&&xe(o)))return H.apply(n,r),n;break}}}return(l||f(e,c))(r,t,!E,n,!t||ee.test(e)&&ye(t.parentNode)||t),n},d.sortStable=S.split("").sort(j).join("")===S,d.detectDuplicates=!!l,T(),d.sortDetached=ce(function(e){return 1&e.compareDocumentPosition(C.createElement("fieldset"))}),ce(function(e){return e.innerHTML="<a href='#'></a>","#"===e.firstChild.getAttribute("href")})||fe("type|href|height|width",function(e,t,n){if(!n)return e.getAttribute(t,"type"===t.toLowerCase()?1:2)}),d.attributes&&ce(function(e){return e.innerHTML="<input/>",e.firstChild.setAttribute("value",""),""===e.firstChild.getAttribute("value")})||fe("value",function(e,t,n){if(!n&&"input"===e.nodeName.toLowerCase())return e.defaultValue}),ce(function(e){return null==e.getAttribute("disabled")})||fe(R,function(e,t,n){var r;if(!n)return!0===e[t]?t.toLowerCase():(r=e.getAttributeNode(t))&&r.specified?r.value:null}),se}(C);S.find=d,S.expr=d.selectors,S.expr[":"]=S.expr.pseudos,S.uniqueSort=S.unique=d.uniqueSort,S.text=d.getText,S.isXMLDoc=d.isXML,S.contains=d.contains,S.escapeSelector=d.escape;var h=function(e,t,n){var r=[],i=void 0!==n;while((e=e[t])&&9!==e.nodeType)if(1===e.nodeType){if(i&&S(e).is(n))break;r.push(e)}return r},T=function(e,t){for(var n=[];e;e=e.nextSibling)1===e.nodeType&&e!==t&&n.push(e);return n},k=S.expr.match.needsContext;function A(e,t){return e.nodeName&&e.nodeName.toLowerCase()===t.toLowerCase()}var N=/^<([a-z][^\/\0>:\x20\t\r\n\f]*)[\x20\t\r\n\f]*\/?>(?:<\/\1>|)$/i;function j(e,n,r){return m(n)?S.grep(e,function(e,t){return!!n.call(e,t,e)!==r}):n.nodeType?S.grep(e,function(e){return e===n!==r}):"string"!=typeof n?S.grep(e,function(e){return-1<i.call(n,e)!==r}):S.filter(n,e,r)}S.filter=function(e,t,n){var r=t[0];return n&&(e=":not("+e+")"),1===t.length&&1===r.nodeType?S.find.matchesSelector(r,e)?[r]:[]:S.find.matches(e,S.grep(t,function(e){return 1===e.nodeType}))},S.fn.extend({find:function(e){var t,n,r=this.length,i=this;if("string"!=typeof e)return this.pushStack(S(e).filter(function(){for(t=0;t<r;t++)if(S.contains(i[t],this))return!0}));for(n=this.pushStack([]),t=0;t<r;t++)S.find(e,i[t],n);return 1<r?S.uniqueSort(n):n},filter:function(e){return this.pushStack(j(this,e||[],!1))},not:function(e){return this.pushStack(j(this,e||[],!0))},is:function(e){return!!j(this,"string"==typeof e&&k.test(e)?S(e):e||[],!1).length}});var D,q=/^(?:\s*(<[\w\W]+>)[^>]*|#([\w-]+))$/;(S.fn.init=function(e,t,n){var r,i;if(!e)return this;if(n=n||D,"string"==typeof e){if(!(r="<"===e[0]&&">"===e[e.length-1]&&3<=e.length?[null,e,null]:q.exec(e))||!r[1]&&t)return!t||t.jquery?(t||n).find(e):this.constructor(t).find(e);if(r[1]){if(t=t instanceof S?t[0]:t,S.merge(this,S.parseHTML(r[1],t&&t.nodeType?t.ownerDocument||t:E,!0)),N.test(r[1])&&S.isPlainObject(t))for(r in t)m(this[r])?this[r](t[r]):this.attr(r,t[r]);return this}return(i=E.getElementById(r[2]))&&(this[0]=i,this.length=1),this}return e.nodeType?(this[0]=e,this.length=1,this):m(e)?void 0!==n.ready?n.ready(e):e(S):S.makeArray(e,this)}).prototype=S.fn,D=S(E);var L=/^(?:parents|prev(?:Until|All))/,H={children:!0,contents:!0,next:!0,prev:!0};function O(e,t){while((e=e[t])&&1!==e.nodeType);return e}S.fn.extend({has:function(e){var t=S(e,this),n=t.length;return this.filter(function(){for(var e=0;e<n;e++)if(S.contains(this,t[e]))return!0})},closest:function(e,t){var n,r=0,i=this.length,o=[],a="string"!=typeof e&&S(e);if(!k.test(e))for(;r<i;r++)for(n=this[r];n&&n!==t;n=n.parentNode)if(n.nodeType<11&&(a?-1<a.index(n):1===n.nodeType&&S.find.matchesSelector(n,e))){o.push(n);break}return this.pushStack(1<o.length?S.uniqueSort(o):o)},index:function(e){return e?"string"==typeof e?i.call(S(e),this[0]):i.call(this,e.jquery?e[0]:e):this[0]&&this[0].parentNode?this.first().prevAll().length:-1},add:function(e,t){return this.pushStack(S.uniqueSort(S.merge(this.get(),S(e,t))))},addBack:function(e){return this.add(null==e?this.prevObject:this.prevObject.filter(e))}}),S.each({parent:function(e){var t=e.parentNode;return t&&11!==t.nodeType?t:null},parents:function(e){return h(e,"parentNode")},parentsUntil:function(e,t,n){return h(e,"parentNode",n)},next:function(e){return O(e,"nextSibling")},prev:function(e){return O(e,"previousSibling")},nextAll:function(e){return h(e,"nextSibling")},prevAll:function(e){return h(e,"previousSibling")},nextUntil:function(e,t,n){return h(e,"nextSibling",n)},prevUntil:function(e,t,n){return h(e,"previousSibling",n)},siblings:function(e){return T((e.parentNode||{}).firstChild,e)},children:function(e){return T(e.firstChild)},contents:function(e){return null!=e.contentDocument&&r(e.contentDocument)?e.contentDocument:(A(e,"template")&&(e=e.content||e),S.merge([],e.childNodes))}},function(r,i){S.fn[r]=function(e,t){var n=S.map(this,i,e);return"Until"!==r.slice(-5)&&(t=e),t&&"string"==typeof t&&(n=S.filter(t,n)),1<this.length&&(H[r]||S.uniqueSort(n),L.test(r)&&n.reverse()),this.pushStack(n)}});var P=/[^\x20\t\r\n\f]+/g;function R(e){return e}function M(e){throw e}function I(e,t,n,r){var i;try{e&&m(i=e.promise)?i.call(e).done(t).fail(n):e&&m(i=e.then)?i.call(e,t,n):t.apply(void 0,[e].slice(r))}catch(e){n.apply(void 0,[e])}}S.Callbacks=function(r){var e,n;r="string"==typeof r?(e=r,n={},S.each(e.match(P)||[],function(e,t){n[t]=!0}),n):S.extend({},r);var i,t,o,a,s=[],u=[],l=-1,c=function(){for(a=a||r.once,o=i=!0;u.length;l=-1){t=u.shift();while(++l<s.length)!1===s[l].apply(t[0],t[1])&&r.stopOnFalse&&(l=s.length,t=!1)}r.memory||(t=!1),i=!1,a&&(s=t?[]:"")},f={add:function(){return s&&(t&&!i&&(l=s.length-1,u.push(t)),function n(e){S.each(e,function(e,t){m(t)?r.unique&&f.has(t)||s.push(t):t&&t.length&&"string"!==w(t)&&n(t)})}(arguments),t&&!i&&c()),this},remove:function(){return S.each(arguments,function(e,t){var n;while(-1<(n=S.inArray(t,s,n)))s.splice(n,1),n<=l&&l--}),this},has:function(e){return e?-1<S.inArray(e,s):0<s.length},empty:function(){return s&&(s=[]),this},disable:function(){return a=u=[],s=t="",this},disabled:function(){return!s},lock:function(){return a=u=[],t||i||(s=t=""),this},locked:function(){return!!a},fireWith:function(e,t){return a||(t=[e,(t=t||[]).slice?t.slice():t],u.push(t),i||c()),this},fire:function(){return f.fireWith(this,arguments),this},fired:function(){return!!o}};return f},S.extend({Deferred:function(e){var o=[["notify","progress",S.Callbacks("memory"),S.Callbacks("memory"),2],["resolve","done",S.Callbacks("once memory"),S.Callbacks("once memory"),0,"resolved"],["reject","fail",S.Callbacks("once memory"),S.Callbacks("once memory"),1,"rejected"]],i="pending",a={state:function(){return i},always:function(){return s.done(arguments).fail(arguments),this},"catch":function(e){return a.then(null,e)},pipe:function(){var i=arguments;return S.Deferred(function(r){S.each(o,function(e,t){var n=m(i[t[4]])&&i[t[4]];s[t[1]](function(){var e=n&&n.apply(this,arguments);e&&m(e.promise)?e.promise().progress(r.notify).done(r.resolve).fail(r.reject):r[t[0]+"With"](this,n?[e]:arguments)})}),i=null}).promise()},then:function(t,n,r){var u=0;function l(i,o,a,s){return function(){var n=this,r=arguments,e=function(){var e,t;if(!(i<u)){if((e=a.apply(n,r))===o.promise())throw new TypeError("Thenable self-resolution");t=e&&("object"==typeof e||"function"==typeof e)&&e.then,m(t)?s?t.call(e,l(u,o,R,s),l(u,o,M,s)):(u++,t.call(e,l(u,o,R,s),l(u,o,M,s),l(u,o,R,o.notifyWith))):(a!==R&&(n=void 0,r=[e]),(s||o.resolveWith)(n,r))}},t=s?e:function(){try{e()}catch(e){S.Deferred.exceptionHook&&S.Deferred.exceptionHook(e,t.stackTrace),u<=i+1&&(a!==M&&(n=void 0,r=[e]),o.rejectWith(n,r))}};i?t():(S.Deferred.getStackHook&&(t.stackTrace=S.Deferred.getStackHook()),C.setTimeout(t))}}return S.Deferred(function(e){o[0][3].add(l(0,e,m(r)?r:R,e.notifyWith)),o[1][3].add(l(0,e,m(t)?t:R)),o[2][3].add(l(0,e,m(n)?n:M))}).promise()},promise:function(e){return null!=e?S.extend(e,a):a}},s={};return S.each(o,function(e,t){var n=t[2],r=t[5];a[t[1]]=n.add,r&&n.add(function(){i=r},o[3-e][2].disable,o[3-e][3].disable,o[0][2].lock,o[0][3].lock),n.add(t[3].fire),s[t[0]]=function(){return s[t[0]+"With"](this===s?void 0:this,arguments),this},s[t[0]+"With"]=n.fireWith}),a.promise(s),e&&e.call(s,s),s},when:function(e){var n=arguments.length,t=n,r=Array(t),i=s.call(arguments),o=S.Deferred(),a=function(t){return function(e){r[t]=this,i[t]=1<arguments.length?s.call(arguments):e,--n||o.resolveWith(r,i)}};if(n<=1&&(I(e,o.done(a(t)).resolve,o.reject,!n),"pending"===o.state()||m(i[t]&&i[t].then)))return o.then();while(t--)I(i[t],a(t),o.reject);return o.promise()}});var W=/^(Eval|Internal|Range|Reference|Syntax|Type|URI)Error$/;S.Deferred.exceptionHook=function(e,t){C.console&&C.console.warn&&e&&W.test(e.name)&&C.console.warn("jQuery.Deferred exception: "+e.message,e.stack,t)},S.readyException=function(e){C.setTimeout(function(){throw e})};var F=S.Deferred();function B(){E.removeEventListener("DOMContentLoaded",B),C.removeEventListener("load",B),S.ready()}S.fn.ready=function(e){return F.then(e)["catch"](function(e){S.readyException(e)}),this},S.extend({isReady:!1,readyWait:1,ready:function(e){(!0===e?--S.readyWait:S.isReady)||(S.isReady=!0)!==e&&0<--S.readyWait||F.resolveWith(E,[S])}}),S.ready.then=F.then,"complete"===E.readyState||"loading"!==E.readyState&&!E.documentElement.doScroll?C.setTimeout(S.ready):(E.addEventListener("DOMContentLoaded",B),C.addEventListener("load",B));var $=function(e,t,n,r,i,o,a){var s=0,u=e.length,l=null==n;if("object"===w(n))for(s in i=!0,n)$(e,t,s,n[s],!0,o,a);else if(void 0!==r&&(i=!0,m(r)||(a=!0),l&&(a?(t.call(e,r),t=null):(l=t,t=function(e,t,n){return l.call(S(e),n)})),t))for(;s<u;s++)t(e[s],n,a?r:r.call(e[s],s,t(e[s],n)));return i?e:l?t.call(e):u?t(e[0],n):o},_=/^-ms-/,z=/-([a-z])/g;function U(e,t){return t.toUpperCase()}function X(e){return e.replace(_,"ms-").replace(z,U)}var V=function(e){return 1===e.nodeType||9===e.nodeType||!+e.nodeType};function G(){this.expando=S.expando+G.uid++}G.uid=1,G.prototype={cache:function(e){var t=e[this.expando];return t||(t={},V(e)&&(e.nodeType?e[this.expando]=t:Object.defineProperty(e,this.expando,{value:t,configurable:!0}))),t},set:function(e,t,n){var r,i=this.cache(e);if("string"==typeof t)i[X(t)]=n;else for(r in t)i[X(r)]=t[r];return i},get:function(e,t){return void 0===t?this.cache(e):e[this.expando]&&e[this.expando][X(t)]},access:function(e,t,n){return void 0===t||t&&"string"==typeof t&&void 0===n?this.get(e,t):(this.set(e,t,n),void 0!==n?n:t)},remove:function(e,t){var n,r=e[this.expando];if(void 0!==r){if(void 0!==t){n=(t=Array.isArray(t)?t.map(X):(t=X(t))in r?[t]:t.match(P)||[]).length;while(n--)delete r[t[n]]}(void 0===t||S.isEmptyObject(r))&&(e.nodeType?e[this.expando]=void 0:delete e[this.expando])}},hasData:function(e){var t=e[this.expando];return void 0!==t&&!S.isEmptyObject(t)}};var Y=new G,Q=new G,J=/^(?:\{[\w\W]*\}|\[[\w\W]*\])$/,K=/[A-Z]/g;function Z(e,t,n){var r,i;if(void 0===n&&1===e.nodeType)if(r="data-"+t.replace(K,"-$&").toLowerCase(),"string"==typeof(n=e.getAttribute(r))){try{n="true"===(i=n)||"false"!==i&&("null"===i?null:i===+i+""?+i:J.test(i)?JSON.parse(i):i)}catch(e){}Q.set(e,t,n)}else n=void 0;return n}S.extend({hasData:function(e){return Q.hasData(e)||Y.hasData(e)},data:function(e,t,n){return Q.access(e,t,n)},removeData:function(e,t){Q.remove(e,t)},_data:function(e,t,n){return Y.access(e,t,n)},_removeData:function(e,t){Y.remove(e,t)}}),S.fn.extend({data:function(n,e){var t,r,i,o=this[0],a=o&&o.attributes;if(void 0===n){if(this.length&&(i=Q.get(o),1===o.nodeType&&!Y.get(o,"hasDataAttrs"))){t=a.length;while(t--)a[t]&&0===(r=a[t].name).indexOf("data-")&&(r=X(r.slice(5)),Z(o,r,i[r]));Y.set(o,"hasDataAttrs",!0)}return i}return"object"==typeof n?this.each(function(){Q.set(this,n)}):$(this,function(e){var t;if(o&&void 0===e)return void 0!==(t=Q.get(o,n))?t:void 0!==(t=Z(o,n))?t:void 0;this.each(function(){Q.set(this,n,e)})},null,e,1<arguments.length,null,!0)},removeData:function(e){return this.each(function(){Q.remove(this,e)})}}),S.extend({queue:function(e,t,n){var r;if(e)return t=(t||"fx")+"queue",r=Y.get(e,t),n&&(!r||Array.isArray(n)?r=Y.access(e,t,S.makeArray(n)):r.push(n)),r||[]},dequeue:function(e,t){t=t||"fx";var n=S.queue(e,t),r=n.length,i=n.shift(),o=S._queueHooks(e,t);"inprogress"===i&&(i=n.shift(),r--),i&&("fx"===t&&n.unshift("inprogress"),delete o.stop,i.call(e,function(){S.dequeue(e,t)},o)),!r&&o&&o.empty.fire()},_queueHooks:function(e,t){var n=t+"queueHooks";return Y.get(e,n)||Y.access(e,n,{empty:S.Callbacks("once memory").add(function(){Y.remove(e,[t+"queue",n])})})}}),S.fn.extend({queue:function(t,n){var e=2;return"string"!=typeof t&&(n=t,t="fx",e--),arguments.length<e?S.queue(this[0],t):void 0===n?this:this.each(function(){var e=S.queue(this,t,n);S._queueHooks(this,t),"fx"===t&&"inprogress"!==e[0]&&S.dequeue(this,t)})},dequeue:function(e){return this.each(function(){S.dequeue(this,e)})},clearQueue:function(e){return this.queue(e||"fx",[])},promise:function(e,t){var n,r=1,i=S.Deferred(),o=this,a=this.length,s=function(){--r||i.resolveWith(o,[o])};"string"!=typeof e&&(t=e,e=void 0),e=e||"fx";while(a--)(n=Y.get(o[a],e+"queueHooks"))&&n.empty&&(r++,n.empty.add(s));return s(),i.promise(t)}});var ee=/[+-]?(?:\d*\.|)\d+(?:[eE][+-]?\d+|)/.source,te=new RegExp("^(?:([+-])=|)("+ee+")([a-z%]*)$","i"),ne=["Top","Right","Bottom","Left"],re=E.documentElement,ie=function(e){return S.contains(e.ownerDocument,e)},oe={composed:!0};re.getRootNode&&(ie=function(e){return S.contains(e.ownerDocument,e)||e.getRootNode(oe)===e.ownerDocument});var ae=function(e,t){return"none"===(e=t||e).style.display||""===e.style.display&&ie(e)&&"none"===S.css(e,"display")};function se(e,t,n,r){var i,o,a=20,s=r?function(){return r.cur()}:function(){return S.css(e,t,"")},u=s(),l=n&&n[3]||(S.cssNumber[t]?"":"px"),c=e.nodeType&&(S.cssNumber[t]||"px"!==l&&+u)&&te.exec(S.css(e,t));if(c&&c[3]!==l){u/=2,l=l||c[3],c=+u||1;while(a--)S.style(e,t,c+l),(1-o)*(1-(o=s()/u||.5))<=0&&(a=0),c/=o;c*=2,S.style(e,t,c+l),n=n||[]}return n&&(c=+c||+u||0,i=n[1]?c+(n[1]+1)*n[2]:+n[2],r&&(r.unit=l,r.start=c,r.end=i)),i}var ue={};function le(e,t){for(var n,r,i,o,a,s,u,l=[],c=0,f=e.length;c<f;c++)(r=e[c]).style&&(n=r.style.display,t?("none"===n&&(l[c]=Y.get(r,"display")||null,l[c]||(r.style.display="")),""===r.style.display&&ae(r)&&(l[c]=(u=a=o=void 0,a=(i=r).ownerDocument,s=i.nodeName,(u=ue[s])||(o=a.body.appendChild(a.createElement(s)),u=S.css(o,"display"),o.parentNode.removeChild(o),"none"===u&&(u="block"),ue[s]=u)))):"none"!==n&&(l[c]="none",Y.set(r,"display",n)));for(c=0;c<f;c++)null!=l[c]&&(e[c].style.display=l[c]);return e}S.fn.extend({show:function(){return le(this,!0)},hide:function(){return le(this)},toggle:function(e){return"boolean"==typeof e?e?this.show():this.hide():this.each(function(){ae(this)?S(this).show():S(this).hide()})}});var ce,fe,pe=/^(?:checkbox|radio)$/i,de=/<([a-z][^\/\0>\x20\t\r\n\f]*)/i,he=/^$|^module$|\/(?:java|ecma)script/i;ce=E.createDocumentFragment().appendChild(E.createElement("div")),(fe=E.createElement("input")).setAttribute("type","radio"),fe.setAttribute("checked","checked"),fe.setAttribute("name","t"),ce.appendChild(fe),y.checkClone=ce.cloneNode(!0).cloneNode(!0).lastChild.checked,ce.innerHTML="<textarea>x</textarea>",y.noCloneChecked=!!ce.cloneNode(!0).lastChild.defaultValue,ce.innerHTML="<option></option>",y.option=!!ce.lastChild;var ge={thead:[1,"<table>","</table>"],col:[2,"<table><colgroup>","</colgroup></table>"],tr:[2,"<table><tbody>","</tbody></table>"],td:[3,"<table><tbody><tr>","</tr></tbody></table>"],_default:[0,"",""]};function ve(e,t){var n;return n="undefined"!=typeof e.getElementsByTagName?e.getElementsByTagName(t||"*"):"undefined"!=typeof e.querySelectorAll?e.querySelectorAll(t||"*"):[],void 0===t||t&&A(e,t)?S.merge([e],n):n}function ye(e,t){for(var n=0,r=e.length;n<r;n++)Y.set(e[n],"globalEval",!t||Y.get(t[n],"globalEval"))}ge.tbody=ge.tfoot=ge.colgroup=ge.caption=ge.thead,ge.th=ge.td,y.option||(ge.optgroup=ge.option=[1,"<select multiple='multiple'>","</select>"]);var me=/<|&#?\w+;/;function xe(e,t,n,r,i){for(var o,a,s,u,l,c,f=t.createDocumentFragment(),p=[],d=0,h=e.length;d<h;d++)if((o=e[d])||0===o)if("object"===w(o))S.merge(p,o.nodeType?[o]:o);else if(me.test(o)){a=a||f.appendChild(t.createElement("div")),s=(de.exec(o)||["",""])[1].toLowerCase(),u=ge[s]||ge._default,a.innerHTML=u[1]+S.htmlPrefilter(o)+u[2],c=u[0];while(c--)a=a.lastChild;S.merge(p,a.childNodes),(a=f.firstChild).textContent=""}else p.push(t.createTextNode(o));f.textContent="",d=0;while(o=p[d++])if(r&&-1<S.inArray(o,r))i&&i.push(o);else if(l=ie(o),a=ve(f.appendChild(o),"script"),l&&ye(a),n){c=0;while(o=a[c++])he.test(o.type||"")&&n.push(o)}return f}var be=/^([^.]*)(?:\.(.+)|)/;function we(){return!0}function Te(){return!1}function Ce(e,t){return e===function(){try{return E.activeElement}catch(e){}}()==("focus"===t)}function Ee(e,t,n,r,i,o){var a,s;if("object"==typeof t){for(s in"string"!=typeof n&&(r=r||n,n=void 0),t)Ee(e,s,n,r,t[s],o);return e}if(null==r&&null==i?(i=n,r=n=void 0):null==i&&("string"==typeof n?(i=r,r=void 0):(i=r,r=n,n=void 0)),!1===i)i=Te;else if(!i)return e;return 1===o&&(a=i,(i=function(e){return S().off(e),a.apply(this,arguments)}).guid=a.guid||(a.guid=S.guid++)),e.each(function(){S.event.add(this,t,i,r,n)})}function Se(e,i,o){o?(Y.set(e,i,!1),S.event.add(e,i,{namespace:!1,handler:function(e){var t,n,r=Y.get(this,i);if(1&e.isTrigger&&this[i]){if(r.length)(S.event.special[i]||{}).delegateType&&e.stopPropagation();else if(r=s.call(arguments),Y.set(this,i,r),t=o(this,i),this[i](),r!==(n=Y.get(this,i))||t?Y.set(this,i,!1):n={},r!==n)return e.stopImmediatePropagation(),e.preventDefault(),n&&n.value}else r.length&&(Y.set(this,i,{value:S.event.trigger(S.extend(r[0],S.Event.prototype),r.slice(1),this)}),e.stopImmediatePropagation())}})):void 0===Y.get(e,i)&&S.event.add(e,i,we)}S.event={global:{},add:function(t,e,n,r,i){var o,a,s,u,l,c,f,p,d,h,g,v=Y.get(t);if(V(t)){n.handler&&(n=(o=n).handler,i=o.selector),i&&S.find.matchesSelector(re,i),n.guid||(n.guid=S.guid++),(u=v.events)||(u=v.events=Object.create(null)),(a=v.handle)||(a=v.handle=function(e){return"undefined"!=typeof S&&S.event.triggered!==e.type?S.event.dispatch.apply(t,arguments):void 0}),l=(e=(e||"").match(P)||[""]).length;while(l--)d=g=(s=be.exec(e[l])||[])[1],h=(s[2]||"").split(".").sort(),d&&(f=S.event.special[d]||{},d=(i?f.delegateType:f.bindType)||d,f=S.event.special[d]||{},c=S.extend({type:d,origType:g,data:r,handler:n,guid:n.guid,selector:i,needsContext:i&&S.expr.match.needsContext.test(i),namespace:h.join(".")},o),(p=u[d])||((p=u[d]=[]).delegateCount=0,f.setup&&!1!==f.setup.call(t,r,h,a)||t.addEventListener&&t.addEventListener(d,a)),f.add&&(f.add.call(t,c),c.handler.guid||(c.handler.guid=n.guid)),i?p.splice(p.delegateCount++,0,c):p.push(c),S.event.global[d]=!0)}},remove:function(e,t,n,r,i){var o,a,s,u,l,c,f,p,d,h,g,v=Y.hasData(e)&&Y.get(e);if(v&&(u=v.events)){l=(t=(t||"").match(P)||[""]).length;while(l--)if(d=g=(s=be.exec(t[l])||[])[1],h=(s[2]||"").split(".").sort(),d){f=S.event.special[d]||{},p=u[d=(r?f.delegateType:f.bindType)||d]||[],s=s[2]&&new RegExp("(^|\\.)"+h.join("\\.(?:.*\\.|)")+"(\\.|$)"),a=o=p.length;while(o--)c=p[o],!i&&g!==c.origType||n&&n.guid!==c.guid||s&&!s.test(c.namespace)||r&&r!==c.selector&&("**"!==r||!c.selector)||(p.splice(o,1),c.selector&&p.delegateCount--,f.remove&&f.remove.call(e,c));a&&!p.length&&(f.teardown&&!1!==f.teardown.call(e,h,v.handle)||S.removeEvent(e,d,v.handle),delete u[d])}else for(d in u)S.event.remove(e,d+t[l],n,r,!0);S.isEmptyObject(u)&&Y.remove(e,"handle events")}},dispatch:function(e){var t,n,r,i,o,a,s=new Array(arguments.length),u=S.event.fix(e),l=(Y.get(this,"events")||Object.create(null))[u.type]||[],c=S.event.special[u.type]||{};for(s[0]=u,t=1;t<arguments.length;t++)s[t]=arguments[t];if(u.delegateTarget=this,!c.preDispatch||!1!==c.preDispatch.call(this,u)){a=S.event.handlers.call(this,u,l),t=0;while((i=a[t++])&&!u.isPropagationStopped()){u.currentTarget=i.elem,n=0;while((o=i.handlers[n++])&&!u.isImmediatePropagationStopped())u.rnamespace&&!1!==o.namespace&&!u.rnamespace.test(o.namespace)||(u.handleObj=o,u.data=o.data,void 0!==(r=((S.event.special[o.origType]||{}).handle||o.handler).apply(i.elem,s))&&!1===(u.result=r)&&(u.preventDefault(),u.stopPropagation()))}return c.postDispatch&&c.postDispatch.call(this,u),u.result}},handlers:function(e,t){var n,r,i,o,a,s=[],u=t.delegateCount,l=e.target;if(u&&l.nodeType&&!("click"===e.type&&1<=e.button))for(;l!==this;l=l.parentNode||this)if(1===l.nodeType&&("click"!==e.type||!0!==l.disabled)){for(o=[],a={},n=0;n<u;n++)void 0===a[i=(r=t[n]).selector+" "]&&(a[i]=r.needsContext?-1<S(i,this).index(l):S.find(i,this,null,[l]).length),a[i]&&o.push(r);o.length&&s.push({elem:l,handlers:o})}return l=this,u<t.length&&s.push({elem:l,handlers:t.slice(u)}),s},addProp:function(t,e){Object.defineProperty(S.Event.prototype,t,{enumerable:!0,configurable:!0,get:m(e)?function(){if(this.originalEvent)return e(this.originalEvent)}:function(){if(this.originalEvent)return this.originalEvent[t]},set:function(e){Object.defineProperty(this,t,{enumerable:!0,configurable:!0,writable:!0,value:e})}})},fix:function(e){return e[S.expando]?e:new S.Event(e)},special:{load:{noBubble:!0},click:{setup:function(e){var t=this||e;return pe.test(t.type)&&t.click&&A(t,"input")&&Se(t,"click",we),!1},trigger:function(e){var t=this||e;return pe.test(t.type)&&t.click&&A(t,"input")&&Se(t,"click"),!0},_default:function(e){var t=e.target;return pe.test(t.type)&&t.click&&A(t,"input")&&Y.get(t,"click")||A(t,"a")}},beforeunload:{postDispatch:function(e){void 0!==e.result&&e.originalEvent&&(e.originalEvent.returnValue=e.result)}}}},S.removeEvent=function(e,t,n){e.removeEventListener&&e.removeEventListener(t,n)},S.Event=function(e,t){if(!(this instanceof S.Event))return new S.Event(e,t);e&&e.type?(this.originalEvent=e,this.type=e.type,this.isDefaultPrevented=e.defaultPrevented||void 0===e.defaultPrevented&&!1===e.returnValue?we:Te,this.target=e.target&&3===e.target.nodeType?e.target.parentNode:e.target,this.currentTarget=e.currentTarget,this.relatedTarget=e.relatedTarget):this.type=e,t&&S.extend(this,t),this.timeStamp=e&&e.timeStamp||Date.now(),this[S.expando]=!0},S.Event.prototype={constructor:S.Event,isDefaultPrevented:Te,isPropagationStopped:Te,isImmediatePropagationStopped:Te,isSimulated:!1,preventDefault:function(){var e=this.originalEvent;this.isDefaultPrevented=we,e&&!this.isSimulated&&e.preventDefault()},stopPropagation:function(){var e=this.originalEvent;this.isPropagationStopped=we,e&&!this.isSimulated&&e.stopPropagation()},stopImmediatePropagation:function(){var e=this.originalEvent;this.isImmediatePropagationStopped=we,e&&!this.isSimulated&&e.stopImmediatePropagation(),this.stopPropagation()}},S.each({altKey:!0,bubbles:!0,cancelable:!0,changedTouches:!0,ctrlKey:!0,detail:!0,eventPhase:!0,metaKey:!0,pageX:!0,pageY:!0,shiftKey:!0,view:!0,"char":!0,code:!0,charCode:!0,key:!0,keyCode:!0,button:!0,buttons:!0,clientX:!0,clientY:!0,offsetX:!0,offsetY:!0,pointerId:!0,pointerType:!0,screenX:!0,screenY:!0,targetTouches:!0,toElement:!0,touches:!0,which:!0},S.event.addProp),S.each({focus:"focusin",blur:"focusout"},function(e,t){S.event.special[e]={setup:function(){return Se(this,e,Ce),!1},trigger:function(){return Se(this,e),!0},_default:function(){return!0},delegateType:t}}),S.each({mouseenter:"mouseover",mouseleave:"mouseout",pointerenter:"pointerover",pointerleave:"pointerout"},function(e,i){S.event.special[e]={delegateType:i,bindType:i,handle:function(e){var t,n=e.relatedTarget,r=e.handleObj;return n&&(n===this||S.contains(this,n))||(e.type=r.origType,t=r.handler.apply(this,arguments),e.type=i),t}}}),S.fn.extend({on:function(e,t,n,r){return Ee(this,e,t,n,r)},one:function(e,t,n,r){return Ee(this,e,t,n,r,1)},off:function(e,t,n){var r,i;if(e&&e.preventDefault&&e.handleObj)return r=e.handleObj,S(e.delegateTarget).off(r.namespace?r.origType+"."+r.namespace:r.origType,r.selector,r.handler),this;if("object"==typeof e){for(i in e)this.off(i,t,e[i]);return this}return!1!==t&&"function"!=typeof t||(n=t,t=void 0),!1===n&&(n=Te),this.each(function(){S.event.remove(this,e,n,t)})}});var ke=/<script|<style|<link/i,Ae=/checked\s*(?:[^=]|=\s*.checked.)/i,Ne=/^\s*<!(?:\[CDATA\[|--)|(?:\]\]|--)>\s*$/g;function je(e,t){return A(e,"table")&&A(11!==t.nodeType?t:t.firstChild,"tr")&&S(e).children("tbody")[0]||e}function De(e){return e.type=(null!==e.getAttribute("type"))+"/"+e.type,e}function qe(e){return"true/"===(e.type||"").slice(0,5)?e.type=e.type.slice(5):e.removeAttribute("type"),e}function Le(e,t){var n,r,i,o,a,s;if(1===t.nodeType){if(Y.hasData(e)&&(s=Y.get(e).events))for(i in Y.remove(t,"handle events"),s)for(n=0,r=s[i].length;n<r;n++)S.event.add(t,i,s[i][n]);Q.hasData(e)&&(o=Q.access(e),a=S.extend({},o),Q.set(t,a))}}function He(n,r,i,o){r=g(r);var e,t,a,s,u,l,c=0,f=n.length,p=f-1,d=r[0],h=m(d);if(h||1<f&&"string"==typeof d&&!y.checkClone&&Ae.test(d))return n.each(function(e){var t=n.eq(e);h&&(r[0]=d.call(this,e,t.html())),He(t,r,i,o)});if(f&&(t=(e=xe(r,n[0].ownerDocument,!1,n,o)).firstChild,1===e.childNodes.length&&(e=t),t||o)){for(s=(a=S.map(ve(e,"script"),De)).length;c<f;c++)u=e,c!==p&&(u=S.clone(u,!0,!0),s&&S.merge(a,ve(u,"script"))),i.call(n[c],u,c);if(s)for(l=a[a.length-1].ownerDocument,S.map(a,qe),c=0;c<s;c++)u=a[c],he.test(u.type||"")&&!Y.access(u,"globalEval")&&S.contains(l,u)&&(u.src&&"module"!==(u.type||"").toLowerCase()?S._evalUrl&&!u.noModule&&S._evalUrl(u.src,{nonce:u.nonce||u.getAttribute("nonce")},l):b(u.textContent.replace(Ne,""),u,l))}return n}function Oe(e,t,n){for(var r,i=t?S.filter(t,e):e,o=0;null!=(r=i[o]);o++)n||1!==r.nodeType||S.cleanData(ve(r)),r.parentNode&&(n&&ie(r)&&ye(ve(r,"script")),r.parentNode.removeChild(r));return e}S.extend({htmlPrefilter:function(e){return e},clone:function(e,t,n){var r,i,o,a,s,u,l,c=e.cloneNode(!0),f=ie(e);if(!(y.noCloneChecked||1!==e.nodeType&&11!==e.nodeType||S.isXMLDoc(e)))for(a=ve(c),r=0,i=(o=ve(e)).length;r<i;r++)s=o[r],u=a[r],void 0,"input"===(l=u.nodeName.toLowerCase())&&pe.test(s.type)?u.checked=s.checked:"input"!==l&&"textarea"!==l||(u.defaultValue=s.defaultValue);if(t)if(n)for(o=o||ve(e),a=a||ve(c),r=0,i=o.length;r<i;r++)Le(o[r],a[r]);else Le(e,c);return 0<(a=ve(c,"script")).length&&ye(a,!f&&ve(e,"script")),c},cleanData:function(e){for(var t,n,r,i=S.event.special,o=0;void 0!==(n=e[o]);o++)if(V(n)){if(t=n[Y.expando]){if(t.events)for(r in t.events)i[r]?S.event.remove(n,r):S.removeEvent(n,r,t.handle);n[Y.expando]=void 0}n[Q.expando]&&(n[Q.expando]=void 0)}}}),S.fn.extend({detach:function(e){return Oe(this,e,!0)},remove:function(e){return Oe(this,e)},text:function(e){return $(this,function(e){return void 0===e?S.text(this):this.empty().each(function(){1!==this.nodeType&&11!==this.nodeType&&9!==this.nodeType||(this.textContent=e)})},null,e,arguments.length)},append:function(){return He(this,arguments,function(e){1!==this.nodeType&&11!==this.nodeType&&9!==this.nodeType||je(this,e).appendChild(e)})},prepend:function(){return He(this,arguments,function(e){if(1===this.nodeType||11===this.nodeType||9===this.nodeType){var t=je(this,e);t.insertBefore(e,t.firstChild)}})},before:function(){return He(this,arguments,function(e){this.parentNode&&this.parentNode.insertBefore(e,this)})},after:function(){return He(this,arguments,function(e){this.parentNode&&this.parentNode.insertBefore(e,this.nextSibling)})},empty:function(){for(var e,t=0;null!=(e=this[t]);t++)1===e.nodeType&&(S.cleanData(ve(e,!1)),e.textContent="");return this},clone:function(e,t){return e=null!=e&&e,t=null==t?e:t,this.map(function(){return S.clone(this,e,t)})},html:function(e){return $(this,function(e){var t=this[0]||{},n=0,r=this.length;if(void 0===e&&1===t.nodeType)return t.innerHTML;if("string"==typeof e&&!ke.test(e)&&!ge[(de.exec(e)||["",""])[1].toLowerCase()]){e=S.htmlPrefilter(e);try{for(;n<r;n++)1===(t=this[n]||{}).nodeType&&(S.cleanData(ve(t,!1)),t.innerHTML=e);t=0}catch(e){}}t&&this.empty().append(e)},null,e,arguments.length)},replaceWith:function(){var n=[];return He(this,arguments,function(e){var t=this.parentNode;S.inArray(this,n)<0&&(S.cleanData(ve(this)),t&&t.replaceChild(e,this))},n)}}),S.each({appendTo:"append",prependTo:"prepend",insertBefore:"before",insertAfter:"after",replaceAll:"replaceWith"},function(e,a){S.fn[e]=function(e){for(var t,n=[],r=S(e),i=r.length-1,o=0;o<=i;o++)t=o===i?this:this.clone(!0),S(r[o])[a](t),u.apply(n,t.get());return this.pushStack(n)}});var Pe=new RegExp("^("+ee+")(?!px)[a-z%]+$","i"),Re=function(e){var t=e.ownerDocument.defaultView;return t&&t.opener||(t=C),t.getComputedStyle(e)},Me=function(e,t,n){var r,i,o={};for(i in t)o[i]=e.style[i],e.style[i]=t[i];for(i in r=n.call(e),t)e.style[i]=o[i];return r},Ie=new RegExp(ne.join("|"),"i");function We(e,t,n){var r,i,o,a,s=e.style;return(n=n||Re(e))&&(""!==(a=n.getPropertyValue(t)||n[t])||ie(e)||(a=S.style(e,t)),!y.pixelBoxStyles()&&Pe.test(a)&&Ie.test(t)&&(r=s.width,i=s.minWidth,o=s.maxWidth,s.minWidth=s.maxWidth=s.width=a,a=n.width,s.width=r,s.minWidth=i,s.maxWidth=o)),void 0!==a?a+"":a}function Fe(e,t){return{get:function(){if(!e())return(this.get=t).apply(this,arguments);delete this.get}}}!function(){function e(){if(l){u.style.cssText="position:absolute;left:-11111px;width:60px;margin-top:1px;padding:0;border:0",l.style.cssText="position:relative;display:block;box-sizing:border-box;overflow:scroll;margin:auto;border:1px;padding:1px;width:60%;top:1%",re.appendChild(u).appendChild(l);var e=C.getComputedStyle(l);n="1%"!==e.top,s=12===t(e.marginLeft),l.style.right="60%",o=36===t(e.right),r=36===t(e.width),l.style.position="absolute",i=12===t(l.offsetWidth/3),re.removeChild(u),l=null}}function t(e){return Math.round(parseFloat(e))}var n,r,i,o,a,s,u=E.createElement("div"),l=E.createElement("div");l.style&&(l.style.backgroundClip="content-box",l.cloneNode(!0).style.backgroundClip="",y.clearCloneStyle="content-box"===l.style.backgroundClip,S.extend(y,{boxSizingReliable:function(){return e(),r},pixelBoxStyles:function(){return e(),o},pixelPosition:function(){return e(),n},reliableMarginLeft:function(){return e(),s},scrollboxSize:function(){return e(),i},reliableTrDimensions:function(){var e,t,n,r;return null==a&&(e=E.createElement("table"),t=E.createElement("tr"),n=E.createElement("div"),e.style.cssText="position:absolute;left:-11111px;border-collapse:separate",t.style.cssText="border:1px solid",t.style.height="1px",n.style.height="9px",n.style.display="block",re.appendChild(e).appendChild(t).appendChild(n),r=C.getComputedStyle(t),a=parseInt(r.height,10)+parseInt(r.borderTopWidth,10)+parseInt(r.borderBottomWidth,10)===t.offsetHeight,re.removeChild(e)),a}}))}();var Be=["Webkit","Moz","ms"],$e=E.createElement("div").style,_e={};function ze(e){var t=S.cssProps[e]||_e[e];return t||(e in $e?e:_e[e]=function(e){var t=e[0].toUpperCase()+e.slice(1),n=Be.length;while(n--)if((e=Be[n]+t)in $e)return e}(e)||e)}var Ue=/^(none|table(?!-c[ea]).+)/,Xe=/^--/,Ve={position:"absolute",visibility:"hidden",display:"block"},Ge={letterSpacing:"0",fontWeight:"400"};function Ye(e,t,n){var r=te.exec(t);return r?Math.max(0,r[2]-(n||0))+(r[3]||"px"):t}function Qe(e,t,n,r,i,o){var a="width"===t?1:0,s=0,u=0;if(n===(r?"border":"content"))return 0;for(;a<4;a+=2)"margin"===n&&(u+=S.css(e,n+ne[a],!0,i)),r?("content"===n&&(u-=S.css(e,"padding"+ne[a],!0,i)),"margin"!==n&&(u-=S.css(e,"border"+ne[a]+"Width",!0,i))):(u+=S.css(e,"padding"+ne[a],!0,i),"padding"!==n?u+=S.css(e,"border"+ne[a]+"Width",!0,i):s+=S.css(e,"border"+ne[a]+"Width",!0,i));return!r&&0<=o&&(u+=Math.max(0,Math.ceil(e["offset"+t[0].toUpperCase()+t.slice(1)]-o-u-s-.5))||0),u}function Je(e,t,n){var r=Re(e),i=(!y.boxSizingReliable()||n)&&"border-box"===S.css(e,"boxSizing",!1,r),o=i,a=We(e,t,r),s="offset"+t[0].toUpperCase()+t.slice(1);if(Pe.test(a)){if(!n)return a;a="auto"}return(!y.boxSizingReliable()&&i||!y.reliableTrDimensions()&&A(e,"tr")||"auto"===a||!parseFloat(a)&&"inline"===S.css(e,"display",!1,r))&&e.getClientRects().length&&(i="border-box"===S.css(e,"boxSizing",!1,r),(o=s in e)&&(a=e[s])),(a=parseFloat(a)||0)+Qe(e,t,n||(i?"border":"content"),o,r,a)+"px"}function Ke(e,t,n,r,i){return new Ke.prototype.init(e,t,n,r,i)}S.extend({cssHooks:{opacity:{get:function(e,t){if(t){var n=We(e,"opacity");return""===n?"1":n}}}},cssNumber:{animationIterationCount:!0,columnCount:!0,fillOpacity:!0,flexGrow:!0,flexShrink:!0,fontWeight:!0,gridArea:!0,gridColumn:!0,gridColumnEnd:!0,gridColumnStart:!0,gridRow:!0,gridRowEnd:!0,gridRowStart:!0,lineHeight:!0,opacity:!0,order:!0,orphans:!0,widows:!0,zIndex:!0,zoom:!0},cssProps:{},style:function(e,t,n,r){if(e&&3!==e.nodeType&&8!==e.nodeType&&e.style){var i,o,a,s=X(t),u=Xe.test(t),l=e.style;if(u||(t=ze(s)),a=S.cssHooks[t]||S.cssHooks[s],void 0===n)return a&&"get"in a&&void 0!==(i=a.get(e,!1,r))?i:l[t];"string"===(o=typeof n)&&(i=te.exec(n))&&i[1]&&(n=se(e,t,i),o="number"),null!=n&&n==n&&("number"!==o||u||(n+=i&&i[3]||(S.cssNumber[s]?"":"px")),y.clearCloneStyle||""!==n||0!==t.indexOf("background")||(l[t]="inherit"),a&&"set"in a&&void 0===(n=a.set(e,n,r))||(u?l.setProperty(t,n):l[t]=n))}},css:function(e,t,n,r){var i,o,a,s=X(t);return Xe.test(t)||(t=ze(s)),(a=S.cssHooks[t]||S.cssHooks[s])&&"get"in a&&(i=a.get(e,!0,n)),void 0===i&&(i=We(e,t,r)),"normal"===i&&t in Ge&&(i=Ge[t]),""===n||n?(o=parseFloat(i),!0===n||isFinite(o)?o||0:i):i}}),S.each(["height","width"],function(e,u){S.cssHooks[u]={get:function(e,t,n){if(t)return!Ue.test(S.css(e,"display"))||e.getClientRects().length&&e.getBoundingClientRect().width?Je(e,u,n):Me(e,Ve,function(){return Je(e,u,n)})},set:function(e,t,n){var r,i=Re(e),o=!y.scrollboxSize()&&"absolute"===i.position,a=(o||n)&&"border-box"===S.css(e,"boxSizing",!1,i),s=n?Qe(e,u,n,a,i):0;return a&&o&&(s-=Math.ceil(e["offset"+u[0].toUpperCase()+u.slice(1)]-parseFloat(i[u])-Qe(e,u,"border",!1,i)-.5)),s&&(r=te.exec(t))&&"px"!==(r[3]||"px")&&(e.style[u]=t,t=S.css(e,u)),Ye(0,t,s)}}}),S.cssHooks.marginLeft=Fe(y.reliableMarginLeft,function(e,t){if(t)return(parseFloat(We(e,"marginLeft"))||e.getBoundingClientRect().left-Me(e,{marginLeft:0},function(){return e.getBoundingClientRect().left}))+"px"}),S.each({margin:"",padding:"",border:"Width"},function(i,o){S.cssHooks[i+o]={expand:function(e){for(var t=0,n={},r="string"==typeof e?e.split(" "):[e];t<4;t++)n[i+ne[t]+o]=r[t]||r[t-2]||r[0];return n}},"margin"!==i&&(S.cssHooks[i+o].set=Ye)}),S.fn.extend({css:function(e,t){return $(this,function(e,t,n){var r,i,o={},a=0;if(Array.isArray(t)){for(r=Re(e),i=t.length;a<i;a++)o[t[a]]=S.css(e,t[a],!1,r);return o}return void 0!==n?S.style(e,t,n):S.css(e,t)},e,t,1<arguments.length)}}),((S.Tween=Ke).prototype={constructor:Ke,init:function(e,t,n,r,i,o){this.elem=e,this.prop=n,this.easing=i||S.easing._default,this.options=t,this.start=this.now=this.cur(),this.end=r,this.unit=o||(S.cssNumber[n]?"":"px")},cur:function(){var e=Ke.propHooks[this.prop];return e&&e.get?e.get(this):Ke.propHooks._default.get(this)},run:function(e){var t,n=Ke.propHooks[this.prop];return this.options.duration?this.pos=t=S.easing[this.easing](e,this.options.duration*e,0,1,this.options.duration):this.pos=t=e,this.now=(this.end-this.start)*t+this.start,this.options.step&&this.options.step.call(this.elem,this.now,this),n&&n.set?n.set(this):Ke.propHooks._default.set(this),this}}).init.prototype=Ke.prototype,(Ke.propHooks={_default:{get:function(e){var t;return 1!==e.elem.nodeType||null!=e.elem[e.prop]&&null==e.elem.style[e.prop]?e.elem[e.prop]:(t=S.css(e.elem,e.prop,""))&&"auto"!==t?t:0},set:function(e){S.fx.step[e.prop]?S.fx.step[e.prop](e):1!==e.elem.nodeType||!S.cssHooks[e.prop]&&null==e.elem.style[ze(e.prop)]?e.elem[e.prop]=e.now:S.style(e.elem,e.prop,e.now+e.unit)}}}).scrollTop=Ke.propHooks.scrollLeft={set:function(e){e.elem.nodeType&&e.elem.parentNode&&(e.elem[e.prop]=e.now)}},S.easing={linear:function(e){return e},swing:function(e){return.5-Math.cos(e*Math.PI)/2},_default:"swing"},S.fx=Ke.prototype.init,S.fx.step={};var Ze,et,tt,nt,rt=/^(?:toggle|show|hide)$/,it=/queueHooks$/;function ot(){et&&(!1===E.hidden&&C.requestAnimationFrame?C.requestAnimationFrame(ot):C.setTimeout(ot,S.fx.interval),S.fx.tick())}function at(){return C.setTimeout(function(){Ze=void 0}),Ze=Date.now()}function st(e,t){var n,r=0,i={height:e};for(t=t?1:0;r<4;r+=2-t)i["margin"+(n=ne[r])]=i["padding"+n]=e;return t&&(i.opacity=i.width=e),i}function ut(e,t,n){for(var r,i=(lt.tweeners[t]||[]).concat(lt.tweeners["*"]),o=0,a=i.length;o<a;o++)if(r=i[o].call(n,t,e))return r}function lt(o,e,t){var n,a,r=0,i=lt.prefilters.length,s=S.Deferred().always(function(){delete u.elem}),u=function(){if(a)return!1;for(var e=Ze||at(),t=Math.max(0,l.startTime+l.duration-e),n=1-(t/l.duration||0),r=0,i=l.tweens.length;r<i;r++)l.tweens[r].run(n);return s.notifyWith(o,[l,n,t]),n<1&&i?t:(i||s.notifyWith(o,[l,1,0]),s.resolveWith(o,[l]),!1)},l=s.promise({elem:o,props:S.extend({},e),opts:S.extend(!0,{specialEasing:{},easing:S.easing._default},t),originalProperties:e,originalOptions:t,startTime:Ze||at(),duration:t.duration,tweens:[],createTween:function(e,t){var n=S.Tween(o,l.opts,e,t,l.opts.specialEasing[e]||l.opts.easing);return l.tweens.push(n),n},stop:function(e){var t=0,n=e?l.tweens.length:0;if(a)return this;for(a=!0;t<n;t++)l.tweens[t].run(1);return e?(s.notifyWith(o,[l,1,0]),s.resolveWith(o,[l,e])):s.rejectWith(o,[l,e]),this}}),c=l.props;for(!function(e,t){var n,r,i,o,a;for(n in e)if(i=t[r=X(n)],o=e[n],Array.isArray(o)&&(i=o[1],o=e[n]=o[0]),n!==r&&(e[r]=o,delete e[n]),(a=S.cssHooks[r])&&"expand"in a)for(n in o=a.expand(o),delete e[r],o)n in e||(e[n]=o[n],t[n]=i);else t[r]=i}(c,l.opts.specialEasing);r<i;r++)if(n=lt.prefilters[r].call(l,o,c,l.opts))return m(n.stop)&&(S._queueHooks(l.elem,l.opts.queue).stop=n.stop.bind(n)),n;return S.map(c,ut,l),m(l.opts.start)&&l.opts.start.call(o,l),l.progress(l.opts.progress).done(l.opts.done,l.opts.complete).fail(l.opts.fail).always(l.opts.always),S.fx.timer(S.extend(u,{elem:o,anim:l,queue:l.opts.queue})),l}S.Animation=S.extend(lt,{tweeners:{"*":[function(e,t){var n=this.createTween(e,t);return se(n.elem,e,te.exec(t),n),n}]},tweener:function(e,t){m(e)?(t=e,e=["*"]):e=e.match(P);for(var n,r=0,i=e.length;r<i;r++)n=e[r],lt.tweeners[n]=lt.tweeners[n]||[],lt.tweeners[n].unshift(t)},prefilters:[function(e,t,n){var r,i,o,a,s,u,l,c,f="width"in t||"height"in t,p=this,d={},h=e.style,g=e.nodeType&&ae(e),v=Y.get(e,"fxshow");for(r in n.queue||(null==(a=S._queueHooks(e,"fx")).unqueued&&(a.unqueued=0,s=a.empty.fire,a.empty.fire=function(){a.unqueued||s()}),a.unqueued++,p.always(function(){p.always(function(){a.unqueued--,S.queue(e,"fx").length||a.empty.fire()})})),t)if(i=t[r],rt.test(i)){if(delete t[r],o=o||"toggle"===i,i===(g?"hide":"show")){if("show"!==i||!v||void 0===v[r])continue;g=!0}d[r]=v&&v[r]||S.style(e,r)}if((u=!S.isEmptyObject(t))||!S.isEmptyObject(d))for(r in f&&1===e.nodeType&&(n.overflow=[h.overflow,h.overflowX,h.overflowY],null==(l=v&&v.display)&&(l=Y.get(e,"display")),"none"===(c=S.css(e,"display"))&&(l?c=l:(le([e],!0),l=e.style.display||l,c=S.css(e,"display"),le([e]))),("inline"===c||"inline-block"===c&&null!=l)&&"none"===S.css(e,"float")&&(u||(p.done(function(){h.display=l}),null==l&&(c=h.display,l="none"===c?"":c)),h.display="inline-block")),n.overflow&&(h.overflow="hidden",p.always(function(){h.overflow=n.overflow[0],h.overflowX=n.overflow[1],h.overflowY=n.overflow[2]})),u=!1,d)u||(v?"hidden"in v&&(g=v.hidden):v=Y.access(e,"fxshow",{display:l}),o&&(v.hidden=!g),g&&le([e],!0),p.done(function(){for(r in g||le([e]),Y.remove(e,"fxshow"),d)S.style(e,r,d[r])})),u=ut(g?v[r]:0,r,p),r in v||(v[r]=u.start,g&&(u.end=u.start,u.start=0))}],prefilter:function(e,t){t?lt.prefilters.unshift(e):lt.prefilters.push(e)}}),S.speed=function(e,t,n){var r=e&&"object"==typeof e?S.extend({},e):{complete:n||!n&&t||m(e)&&e,duration:e,easing:n&&t||t&&!m(t)&&t};return S.fx.off?r.duration=0:"number"!=typeof r.duration&&(r.duration in S.fx.speeds?r.duration=S.fx.speeds[r.duration]:r.duration=S.fx.speeds._default),null!=r.queue&&!0!==r.queue||(r.queue="fx"),r.old=r.complete,r.complete=function(){m(r.old)&&r.old.call(this),r.queue&&S.dequeue(this,r.queue)},r},S.fn.extend({fadeTo:function(e,t,n,r){return this.filter(ae).css("opacity",0).show().end().animate({opacity:t},e,n,r)},animate:function(t,e,n,r){var i=S.isEmptyObject(t),o=S.speed(e,n,r),a=function(){var e=lt(this,S.extend({},t),o);(i||Y.get(this,"finish"))&&e.stop(!0)};return a.finish=a,i||!1===o.queue?this.each(a):this.queue(o.queue,a)},stop:function(i,e,o){var a=function(e){var t=e.stop;delete e.stop,t(o)};return"string"!=typeof i&&(o=e,e=i,i=void 0),e&&this.queue(i||"fx",[]),this.each(function(){var e=!0,t=null!=i&&i+"queueHooks",n=S.timers,r=Y.get(this);if(t)r[t]&&r[t].stop&&a(r[t]);else for(t in r)r[t]&&r[t].stop&&it.test(t)&&a(r[t]);for(t=n.length;t--;)n[t].elem!==this||null!=i&&n[t].queue!==i||(n[t].anim.stop(o),e=!1,n.splice(t,1));!e&&o||S.dequeue(this,i)})},finish:function(a){return!1!==a&&(a=a||"fx"),this.each(function(){var e,t=Y.get(this),n=t[a+"queue"],r=t[a+"queueHooks"],i=S.timers,o=n?n.length:0;for(t.finish=!0,S.queue(this,a,[]),r&&r.stop&&r.stop.call(this,!0),e=i.length;e--;)i[e].elem===this&&i[e].queue===a&&(i[e].anim.stop(!0),i.splice(e,1));for(e=0;e<o;e++)n[e]&&n[e].finish&&n[e].finish.call(this);delete t.finish})}}),S.each(["toggle","show","hide"],function(e,r){var i=S.fn[r];S.fn[r]=function(e,t,n){return null==e||"boolean"==typeof e?i.apply(this,arguments):this.animate(st(r,!0),e,t,n)}}),S.each({slideDown:st("show"),slideUp:st("hide"),slideToggle:st("toggle"),fadeIn:{opacity:"show"},fadeOut:{opacity:"hide"},fadeToggle:{opacity:"toggle"}},function(e,r){S.fn[e]=function(e,t,n){return this.animate(r,e,t,n)}}),S.timers=[],S.fx.tick=function(){var e,t=0,n=S.timers;for(Ze=Date.now();t<n.length;t++)(e=n[t])()||n[t]!==e||n.splice(t--,1);n.length||S.fx.stop(),Ze=void 0},S.fx.timer=function(e){S.timers.push(e),S.fx.start()},S.fx.interval=13,S.fx.start=function(){et||(et=!0,ot())},S.fx.stop=function(){et=null},S.fx.speeds={slow:600,fast:200,_default:400},S.fn.delay=function(r,e){return r=S.fx&&S.fx.speeds[r]||r,e=e||"fx",this.queue(e,function(e,t){var n=C.setTimeout(e,r);t.stop=function(){C.clearTimeout(n)}})},tt=E.createElement("input"),nt=E.createElement("select").appendChild(E.createElement("option")),tt.type="checkbox",y.checkOn=""!==tt.value,y.optSelected=nt.selected,(tt=E.createElement("input")).value="t",tt.type="radio",y.radioValue="t"===tt.value;var ct,ft=S.expr.attrHandle;S.fn.extend({attr:function(e,t){return $(this,S.attr,e,t,1<arguments.length)},removeAttr:function(e){return this.each(function(){S.removeAttr(this,e)})}}),S.extend({attr:function(e,t,n){var r,i,o=e.nodeType;if(3!==o&&8!==o&&2!==o)return"undefined"==typeof e.getAttribute?S.prop(e,t,n):(1===o&&S.isXMLDoc(e)||(i=S.attrHooks[t.toLowerCase()]||(S.expr.match.bool.test(t)?ct:void 0)),void 0!==n?null===n?void S.removeAttr(e,t):i&&"set"in i&&void 0!==(r=i.set(e,n,t))?r:(e.setAttribute(t,n+""),n):i&&"get"in i&&null!==(r=i.get(e,t))?r:null==(r=S.find.attr(e,t))?void 0:r)},attrHooks:{type:{set:function(e,t){if(!y.radioValue&&"radio"===t&&A(e,"input")){var n=e.value;return e.setAttribute("type",t),n&&(e.value=n),t}}}},removeAttr:function(e,t){var n,r=0,i=t&&t.match(P);if(i&&1===e.nodeType)while(n=i[r++])e.removeAttribute(n)}}),ct={set:function(e,t,n){return!1===t?S.removeAttr(e,n):e.setAttribute(n,n),n}},S.each(S.expr.match.bool.source.match(/\w+/g),function(e,t){var a=ft[t]||S.find.attr;ft[t]=function(e,t,n){var r,i,o=t.toLowerCase();return n||(i=ft[o],ft[o]=r,r=null!=a(e,t,n)?o:null,ft[o]=i),r}});var pt=/^(?:input|select|textarea|button)$/i,dt=/^(?:a|area)$/i;function ht(e){return(e.match(P)||[]).join(" ")}function gt(e){return e.getAttribute&&e.getAttribute("class")||""}function vt(e){return Array.isArray(e)?e:"string"==typeof e&&e.match(P)||[]}S.fn.extend({prop:function(e,t){return $(this,S.prop,e,t,1<arguments.length)},removeProp:function(e){return this.each(function(){delete this[S.propFix[e]||e]})}}),S.extend({prop:function(e,t,n){var r,i,o=e.nodeType;if(3!==o&&8!==o&&2!==o)return 1===o&&S.isXMLDoc(e)||(t=S.propFix[t]||t,i=S.propHooks[t]),void 0!==n?i&&"set"in i&&void 0!==(r=i.set(e,n,t))?r:e[t]=n:i&&"get"in i&&null!==(r=i.get(e,t))?r:e[t]},propHooks:{tabIndex:{get:function(e){var t=S.find.attr(e,"tabindex");return t?parseInt(t,10):pt.test(e.nodeName)||dt.test(e.nodeName)&&e.href?0:-1}}},propFix:{"for":"htmlFor","class":"className"}}),y.optSelected||(S.propHooks.selected={get:function(e){var t=e.parentNode;return t&&t.parentNode&&t.parentNode.selectedIndex,null},set:function(e){var t=e.parentNode;t&&(t.selectedIndex,t.parentNode&&t.parentNode.selectedIndex)}}),S.each(["tabIndex","readOnly","maxLength","cellSpacing","cellPadding","rowSpan","colSpan","useMap","frameBorder","contentEditable"],function(){S.propFix[this.toLowerCase()]=this}),S.fn.extend({addClass:function(t){var e,n,r,i,o,a,s,u=0;if(m(t))return this.each(function(e){S(this).addClass(t.call(this,e,gt(this)))});if((e=vt(t)).length)while(n=this[u++])if(i=gt(n),r=1===n.nodeType&&" "+ht(i)+" "){a=0;while(o=e[a++])r.indexOf(" "+o+" ")<0&&(r+=o+" ");i!==(s=ht(r))&&n.setAttribute("class",s)}return this},removeClass:function(t){var e,n,r,i,o,a,s,u=0;if(m(t))return this.each(function(e){S(this).removeClass(t.call(this,e,gt(this)))});if(!arguments.length)return this.attr("class","");if((e=vt(t)).length)while(n=this[u++])if(i=gt(n),r=1===n.nodeType&&" "+ht(i)+" "){a=0;while(o=e[a++])while(-1<r.indexOf(" "+o+" "))r=r.replace(" "+o+" "," ");i!==(s=ht(r))&&n.setAttribute("class",s)}return this},toggleClass:function(i,t){var o=typeof i,a="string"===o||Array.isArray(i);return"boolean"==typeof t&&a?t?this.addClass(i):this.removeClass(i):m(i)?this.each(function(e){S(this).toggleClass(i.call(this,e,gt(this),t),t)}):this.each(function(){var e,t,n,r;if(a){t=0,n=S(this),r=vt(i);while(e=r[t++])n.hasClass(e)?n.removeClass(e):n.addClass(e)}else void 0!==i&&"boolean"!==o||((e=gt(this))&&Y.set(this,"__className__",e),this.setAttribute&&this.setAttribute("class",e||!1===i?"":Y.get(this,"__className__")||""))})},hasClass:function(e){var t,n,r=0;t=" "+e+" ";while(n=this[r++])if(1===n.nodeType&&-1<(" "+ht(gt(n))+" ").indexOf(t))return!0;return!1}});var yt=/\r/g;S.fn.extend({val:function(n){var r,e,i,t=this[0];return arguments.length?(i=m(n),this.each(function(e){var t;1===this.nodeType&&(null==(t=i?n.call(this,e,S(this).val()):n)?t="":"number"==typeof t?t+="":Array.isArray(t)&&(t=S.map(t,function(e){return null==e?"":e+""})),(r=S.valHooks[this.type]||S.valHooks[this.nodeName.toLowerCase()])&&"set"in r&&void 0!==r.set(this,t,"value")||(this.value=t))})):t?(r=S.valHooks[t.type]||S.valHooks[t.nodeName.toLowerCase()])&&"get"in r&&void 0!==(e=r.get(t,"value"))?e:"string"==typeof(e=t.value)?e.replace(yt,""):null==e?"":e:void 0}}),S.extend({valHooks:{option:{get:function(e){var t=S.find.attr(e,"value");return null!=t?t:ht(S.text(e))}},select:{get:function(e){var t,n,r,i=e.options,o=e.selectedIndex,a="select-one"===e.type,s=a?null:[],u=a?o+1:i.length;for(r=o<0?u:a?o:0;r<u;r++)if(((n=i[r]).selected||r===o)&&!n.disabled&&(!n.parentNode.disabled||!A(n.parentNode,"optgroup"))){if(t=S(n).val(),a)return t;s.push(t)}return s},set:function(e,t){var n,r,i=e.options,o=S.makeArray(t),a=i.length;while(a--)((r=i[a]).selected=-1<S.inArray(S.valHooks.option.get(r),o))&&(n=!0);return n||(e.selectedIndex=-1),o}}}}),S.each(["radio","checkbox"],function(){S.valHooks[this]={set:function(e,t){if(Array.isArray(t))return e.checked=-1<S.inArray(S(e).val(),t)}},y.checkOn||(S.valHooks[this].get=function(e){return null===e.getAttribute("value")?"on":e.value})}),y.focusin="onfocusin"in C;var mt=/^(?:focusinfocus|focusoutblur)$/,xt=function(e){e.stopPropagation()};S.extend(S.event,{trigger:function(e,t,n,r){var i,o,a,s,u,l,c,f,p=[n||E],d=v.call(e,"type")?e.type:e,h=v.call(e,"namespace")?e.namespace.split("."):[];if(o=f=a=n=n||E,3!==n.nodeType&&8!==n.nodeType&&!mt.test(d+S.event.triggered)&&(-1<d.indexOf(".")&&(d=(h=d.split(".")).shift(),h.sort()),u=d.indexOf(":")<0&&"on"+d,(e=e[S.expando]?e:new S.Event(d,"object"==typeof e&&e)).isTrigger=r?2:3,e.namespace=h.join("."),e.rnamespace=e.namespace?new RegExp("(^|\\.)"+h.join("\\.(?:.*\\.|)")+"(\\.|$)"):null,e.result=void 0,e.target||(e.target=n),t=null==t?[e]:S.makeArray(t,[e]),c=S.event.special[d]||{},r||!c.trigger||!1!==c.trigger.apply(n,t))){if(!r&&!c.noBubble&&!x(n)){for(s=c.delegateType||d,mt.test(s+d)||(o=o.parentNode);o;o=o.parentNode)p.push(o),a=o;a===(n.ownerDocument||E)&&p.push(a.defaultView||a.parentWindow||C)}i=0;while((o=p[i++])&&!e.isPropagationStopped())f=o,e.type=1<i?s:c.bindType||d,(l=(Y.get(o,"events")||Object.create(null))[e.type]&&Y.get(o,"handle"))&&l.apply(o,t),(l=u&&o[u])&&l.apply&&V(o)&&(e.result=l.apply(o,t),!1===e.result&&e.preventDefault());return e.type=d,r||e.isDefaultPrevented()||c._default&&!1!==c._default.apply(p.pop(),t)||!V(n)||u&&m(n[d])&&!x(n)&&((a=n[u])&&(n[u]=null),S.event.triggered=d,e.isPropagationStopped()&&f.addEventListener(d,xt),n[d](),e.isPropagationStopped()&&f.removeEventListener(d,xt),S.event.triggered=void 0,a&&(n[u]=a)),e.result}},simulate:function(e,t,n){var r=S.extend(new S.Event,n,{type:e,isSimulated:!0});S.event.trigger(r,null,t)}}),S.fn.extend({trigger:function(e,t){return this.each(function(){S.event.trigger(e,t,this)})},triggerHandler:function(e,t){var n=this[0];if(n)return S.event.trigger(e,t,n,!0)}}),y.focusin||S.each({focus:"focusin",blur:"focusout"},function(n,r){var i=function(e){S.event.simulate(r,e.target,S.event.fix(e))};S.event.special[r]={setup:function(){var e=this.ownerDocument||this.document||this,t=Y.access(e,r);t||e.addEventListener(n,i,!0),Y.access(e,r,(t||0)+1)},teardown:function(){var e=this.ownerDocument||this.document||this,t=Y.access(e,r)-1;t?Y.access(e,r,t):(e.removeEventListener(n,i,!0),Y.remove(e,r))}}});var bt=C.location,wt={guid:Date.now()},Tt=/\?/;S.parseXML=function(e){var t,n;if(!e||"string"!=typeof e)return null;try{t=(new C.DOMParser).parseFromString(e,"text/xml")}catch(e){}return n=t&&t.getElementsByTagName("parsererror")[0],t&&!n||S.error("Invalid XML: "+(n?S.map(n.childNodes,function(e){return e.textContent}).join("\n"):e)),t};var Ct=/\[\]$/,Et=/\r?\n/g,St=/^(?:submit|button|image|reset|file)$/i,kt=/^(?:input|select|textarea|keygen)/i;function At(n,e,r,i){var t;if(Array.isArray(e))S.each(e,function(e,t){r||Ct.test(n)?i(n,t):At(n+"["+("object"==typeof t&&null!=t?e:"")+"]",t,r,i)});else if(r||"object"!==w(e))i(n,e);else for(t in e)At(n+"["+t+"]",e[t],r,i)}S.param=function(e,t){var n,r=[],i=function(e,t){var n=m(t)?t():t;r[r.length]=encodeURIComponent(e)+"="+encodeURIComponent(null==n?"":n)};if(null==e)return"";if(Array.isArray(e)||e.jquery&&!S.isPlainObject(e))S.each(e,function(){i(this.name,this.value)});else for(n in e)At(n,e[n],t,i);return r.join("&")},S.fn.extend({serialize:function(){return S.param(this.serializeArray())},serializeArray:function(){return this.map(function(){var e=S.prop(this,"elements");return e?S.makeArray(e):this}).filter(function(){var e=this.type;return this.name&&!S(this).is(":disabled")&&kt.test(this.nodeName)&&!St.test(e)&&(this.checked||!pe.test(e))}).map(function(e,t){var n=S(this).val();return null==n?null:Array.isArray(n)?S.map(n,function(e){return{name:t.name,value:e.replace(Et,"\r\n")}}):{name:t.name,value:n.replace(Et,"\r\n")}}).get()}});var Nt=/%20/g,jt=/#.*$/,Dt=/([?&])_=[^&]*/,qt=/^(.*?):[ \t]*([^\r\n]*)$/gm,Lt=/^(?:GET|HEAD)$/,Ht=/^\/\//,Ot={},Pt={},Rt="*/".concat("*"),Mt=E.createElement("a");function It(o){return function(e,t){"string"!=typeof e&&(t=e,e="*");var n,r=0,i=e.toLowerCase().match(P)||[];if(m(t))while(n=i[r++])"+"===n[0]?(n=n.slice(1)||"*",(o[n]=o[n]||[]).unshift(t)):(o[n]=o[n]||[]).push(t)}}function Wt(t,i,o,a){var s={},u=t===Pt;function l(e){var r;return s[e]=!0,S.each(t[e]||[],function(e,t){var n=t(i,o,a);return"string"!=typeof n||u||s[n]?u?!(r=n):void 0:(i.dataTypes.unshift(n),l(n),!1)}),r}return l(i.dataTypes[0])||!s["*"]&&l("*")}function Ft(e,t){var n,r,i=S.ajaxSettings.flatOptions||{};for(n in t)void 0!==t[n]&&((i[n]?e:r||(r={}))[n]=t[n]);return r&&S.extend(!0,e,r),e}Mt.href=bt.href,S.extend({active:0,lastModified:{},etag:{},ajaxSettings:{url:bt.href,type:"GET",isLocal:/^(?:about|app|app-storage|.+-extension|file|res|widget):$/.test(bt.protocol),global:!0,processData:!0,async:!0,contentType:"application/x-www-form-urlencoded; charset=UTF-8",accepts:{"*":Rt,text:"text/plain",html:"text/html",xml:"application/xml, text/xml",json:"application/json, text/javascript"},contents:{xml:/\bxml\b/,html:/\bhtml/,json:/\bjson\b/},responseFields:{xml:"responseXML",text:"responseText",json:"responseJSON"},converters:{"* text":String,"text html":!0,"text json":JSON.parse,"text xml":S.parseXML},flatOptions:{url:!0,context:!0}},ajaxSetup:function(e,t){return t?Ft(Ft(e,S.ajaxSettings),t):Ft(S.ajaxSettings,e)},ajaxPrefilter:It(Ot),ajaxTransport:It(Pt),ajax:function(e,t){"object"==typeof e&&(t=e,e=void 0),t=t||{};var c,f,p,n,d,r,h,g,i,o,v=S.ajaxSetup({},t),y=v.context||v,m=v.context&&(y.nodeType||y.jquery)?S(y):S.event,x=S.Deferred(),b=S.Callbacks("once memory"),w=v.statusCode||{},a={},s={},u="canceled",T={readyState:0,getResponseHeader:function(e){var t;if(h){if(!n){n={};while(t=qt.exec(p))n[t[1].toLowerCase()+" "]=(n[t[1].toLowerCase()+" "]||[]).concat(t[2])}t=n[e.toLowerCase()+" "]}return null==t?null:t.join(", ")},getAllResponseHeaders:function(){return h?p:null},setRequestHeader:function(e,t){return null==h&&(e=s[e.toLowerCase()]=s[e.toLowerCase()]||e,a[e]=t),this},overrideMimeType:function(e){return null==h&&(v.mimeType=e),this},statusCode:function(e){var t;if(e)if(h)T.always(e[T.status]);else for(t in e)w[t]=[w[t],e[t]];return this},abort:function(e){var t=e||u;return c&&c.abort(t),l(0,t),this}};if(x.promise(T),v.url=((e||v.url||bt.href)+"").replace(Ht,bt.protocol+"//"),v.type=t.method||t.type||v.method||v.type,v.dataTypes=(v.dataType||"*").toLowerCase().match(P)||[""],null==v.crossDomain){r=E.createElement("a");try{r.href=v.url,r.href=r.href,v.crossDomain=Mt.protocol+"//"+Mt.host!=r.protocol+"//"+r.host}catch(e){v.crossDomain=!0}}if(v.data&&v.processData&&"string"!=typeof v.data&&(v.data=S.param(v.data,v.traditional)),Wt(Ot,v,t,T),h)return T;for(i in(g=S.event&&v.global)&&0==S.active++&&S.event.trigger("ajaxStart"),v.type=v.type.toUpperCase(),v.hasContent=!Lt.test(v.type),f=v.url.replace(jt,""),v.hasContent?v.data&&v.processData&&0===(v.contentType||"").indexOf("application/x-www-form-urlencoded")&&(v.data=v.data.replace(Nt,"+")):(o=v.url.slice(f.length),v.data&&(v.processData||"string"==typeof v.data)&&(f+=(Tt.test(f)?"&":"?")+v.data,delete v.data),!1===v.cache&&(f=f.replace(Dt,"$1"),o=(Tt.test(f)?"&":"?")+"_="+wt.guid+++o),v.url=f+o),v.ifModified&&(S.lastModified[f]&&T.setRequestHeader("If-Modified-Since",S.lastModified[f]),S.etag[f]&&T.setRequestHeader("If-None-Match",S.etag[f])),(v.data&&v.hasContent&&!1!==v.contentType||t.contentType)&&T.setRequestHeader("Content-Type",v.contentType),T.setRequestHeader("Accept",v.dataTypes[0]&&v.accepts[v.dataTypes[0]]?v.accepts[v.dataTypes[0]]+("*"!==v.dataTypes[0]?", "+Rt+"; q=0.01":""):v.accepts["*"]),v.headers)T.setRequestHeader(i,v.headers[i]);if(v.beforeSend&&(!1===v.beforeSend.call(y,T,v)||h))return T.abort();if(u="abort",b.add(v.complete),T.done(v.success),T.fail(v.error),c=Wt(Pt,v,t,T)){if(T.readyState=1,g&&m.trigger("ajaxSend",[T,v]),h)return T;v.async&&0<v.timeout&&(d=C.setTimeout(function(){T.abort("timeout")},v.timeout));try{h=!1,c.send(a,l)}catch(e){if(h)throw e;l(-1,e)}}else l(-1,"No Transport");function l(e,t,n,r){var i,o,a,s,u,l=t;h||(h=!0,d&&C.clearTimeout(d),c=void 0,p=r||"",T.readyState=0<e?4:0,i=200<=e&&e<300||304===e,n&&(s=function(e,t,n){var r,i,o,a,s=e.contents,u=e.dataTypes;while("*"===u[0])u.shift(),void 0===r&&(r=e.mimeType||t.getResponseHeader("Content-Type"));if(r)for(i in s)if(s[i]&&s[i].test(r)){u.unshift(i);break}if(u[0]in n)o=u[0];else{for(i in n){if(!u[0]||e.converters[i+" "+u[0]]){o=i;break}a||(a=i)}o=o||a}if(o)return o!==u[0]&&u.unshift(o),n[o]}(v,T,n)),!i&&-1<S.inArray("script",v.dataTypes)&&S.inArray("json",v.dataTypes)<0&&(v.converters["text script"]=function(){}),s=function(e,t,n,r){var i,o,a,s,u,l={},c=e.dataTypes.slice();if(c[1])for(a in e.converters)l[a.toLowerCase()]=e.converters[a];o=c.shift();while(o)if(e.responseFields[o]&&(n[e.responseFields[o]]=t),!u&&r&&e.dataFilter&&(t=e.dataFilter(t,e.dataType)),u=o,o=c.shift())if("*"===o)o=u;else if("*"!==u&&u!==o){if(!(a=l[u+" "+o]||l["* "+o]))for(i in l)if((s=i.split(" "))[1]===o&&(a=l[u+" "+s[0]]||l["* "+s[0]])){!0===a?a=l[i]:!0!==l[i]&&(o=s[0],c.unshift(s[1]));break}if(!0!==a)if(a&&e["throws"])t=a(t);else try{t=a(t)}catch(e){return{state:"parsererror",error:a?e:"No conversion from "+u+" to "+o}}}return{state:"success",data:t}}(v,s,T,i),i?(v.ifModified&&((u=T.getResponseHeader("Last-Modified"))&&(S.lastModified[f]=u),(u=T.getResponseHeader("etag"))&&(S.etag[f]=u)),204===e||"HEAD"===v.type?l="nocontent":304===e?l="notmodified":(l=s.state,o=s.data,i=!(a=s.error))):(a=l,!e&&l||(l="error",e<0&&(e=0))),T.status=e,T.statusText=(t||l)+"",i?x.resolveWith(y,[o,l,T]):x.rejectWith(y,[T,l,a]),T.statusCode(w),w=void 0,g&&m.trigger(i?"ajaxSuccess":"ajaxError",[T,v,i?o:a]),b.fireWith(y,[T,l]),g&&(m.trigger("ajaxComplete",[T,v]),--S.active||S.event.trigger("ajaxStop")))}return T},getJSON:function(e,t,n){return S.get(e,t,n,"json")},getScript:function(e,t){return S.get(e,void 0,t,"script")}}),S.each(["get","post"],function(e,i){S[i]=function(e,t,n,r){return m(t)&&(r=r||n,n=t,t=void 0),S.ajax(S.extend({url:e,type:i,dataType:r,data:t,success:n},S.isPlainObject(e)&&e))}}),S.ajaxPrefilter(function(e){var t;for(t in e.headers)"content-type"===t.toLowerCase()&&(e.contentType=e.headers[t]||"")}),S._evalUrl=function(e,t,n){return S.ajax({url:e,type:"GET",dataType:"script",cache:!0,async:!1,global:!1,converters:{"text script":function(){}},dataFilter:function(e){S.globalEval(e,t,n)}})},S.fn.extend({wrapAll:function(e){var t;return this[0]&&(m(e)&&(e=e.call(this[0])),t=S(e,this[0].ownerDocument).eq(0).clone(!0),this[0].parentNode&&t.insertBefore(this[0]),t.map(function(){var e=this;while(e.firstElementChild)e=e.firstElementChild;return e}).append(this)),this},wrapInner:function(n){return m(n)?this.each(function(e){S(this).wrapInner(n.call(this,e))}):this.each(function(){var e=S(this),t=e.contents();t.length?t.wrapAll(n):e.append(n)})},wrap:function(t){var n=m(t);return this.each(function(e){S(this).wrapAll(n?t.call(this,e):t)})},unwrap:function(e){return this.parent(e).not("body").each(function(){S(this).replaceWith(this.childNodes)}),this}}),S.expr.pseudos.hidden=function(e){return!S.expr.pseudos.visible(e)},S.expr.pseudos.visible=function(e){return!!(e.offsetWidth||e.offsetHeight||e.getClientRects().length)},S.ajaxSettings.xhr=function(){try{return new C.XMLHttpRequest}catch(e){}};var Bt={0:200,1223:204},$t=S.ajaxSettings.xhr();y.cors=!!$t&&"withCredentials"in $t,y.ajax=$t=!!$t,S.ajaxTransport(function(i){var o,a;if(y.cors||$t&&!i.crossDomain)return{send:function(e,t){var n,r=i.xhr();if(r.open(i.type,i.url,i.async,i.username,i.password),i.xhrFields)for(n in i.xhrFields)r[n]=i.xhrFields[n];for(n in i.mimeType&&r.overrideMimeType&&r.overrideMimeType(i.mimeType),i.crossDomain||e["X-Requested-With"]||(e["X-Requested-With"]="XMLHttpRequest"),e)r.setRequestHeader(n,e[n]);o=function(e){return function(){o&&(o=a=r.onload=r.onerror=r.onabort=r.ontimeout=r.onreadystatechange=null,"abort"===e?r.abort():"error"===e?"number"!=typeof r.status?t(0,"error"):t(r.status,r.statusText):t(Bt[r.status]||r.status,r.statusText,"text"!==(r.responseType||"text")||"string"!=typeof r.responseText?{binary:r.response}:{text:r.responseText},r.getAllResponseHeaders()))}},r.onload=o(),a=r.onerror=r.ontimeout=o("error"),void 0!==r.onabort?r.onabort=a:r.onreadystatechange=function(){4===r.readyState&&C.setTimeout(function(){o&&a()})},o=o("abort");try{r.send(i.hasContent&&i.data||null)}catch(e){if(o)throw e}},abort:function(){o&&o()}}}),S.ajaxPrefilter(function(e){e.crossDomain&&(e.contents.script=!1)}),S.ajaxSetup({accepts:{script:"text/javascript, application/javascript, application/ecmascript, application/x-ecmascript"},contents:{script:/\b(?:java|ecma)script\b/},converters:{"text script":function(e){return S.globalEval(e),e}}}),S.ajaxPrefilter("script",function(e){void 0===e.cache&&(e.cache=!1),e.crossDomain&&(e.type="GET")}),S.ajaxTransport("script",function(n){var r,i;if(n.crossDomain||n.scriptAttrs)return{send:function(e,t){r=S("<script>").attr(n.scriptAttrs||{}).prop({charset:n.scriptCharset,src:n.url}).on("load error",i=function(e){r.remove(),i=null,e&&t("error"===e.type?404:200,e.type)}),E.head.appendChild(r[0])},abort:function(){i&&i()}}});var _t,zt=[],Ut=/(=)\?(?=&|$)|\?\?/;S.ajaxSetup({jsonp:"callback",jsonpCallback:function(){var e=zt.pop()||S.expando+"_"+wt.guid++;return this[e]=!0,e}}),S.ajaxPrefilter("json jsonp",function(e,t,n){var r,i,o,a=!1!==e.jsonp&&(Ut.test(e.url)?"url":"string"==typeof e.data&&0===(e.contentType||"").indexOf("application/x-www-form-urlencoded")&&Ut.test(e.data)&&"data");if(a||"jsonp"===e.dataTypes[0])return r=e.jsonpCallback=m(e.jsonpCallback)?e.jsonpCallback():e.jsonpCallback,a?e[a]=e[a].replace(Ut,"$1"+r):!1!==e.jsonp&&(e.url+=(Tt.test(e.url)?"&":"?")+e.jsonp+"="+r),e.converters["script json"]=function(){return o||S.error(r+" was not called"),o[0]},e.dataTypes[0]="json",i=C[r],C[r]=function(){o=arguments},n.always(function(){void 0===i?S(C).removeProp(r):C[r]=i,e[r]&&(e.jsonpCallback=t.jsonpCallback,zt.push(r)),o&&m(i)&&i(o[0]),o=i=void 0}),"script"}),y.createHTMLDocument=((_t=E.implementation.createHTMLDocument("").body).innerHTML="<form></form><form></form>",2===_t.childNodes.length),S.parseHTML=function(e,t,n){return"string"!=typeof e?[]:("boolean"==typeof t&&(n=t,t=!1),t||(y.createHTMLDocument?((r=(t=E.implementation.createHTMLDocument("")).createElement("base")).href=E.location.href,t.head.appendChild(r)):t=E),o=!n&&[],(i=N.exec(e))?[t.createElement(i[1])]:(i=xe([e],t,o),o&&o.length&&S(o).remove(),S.merge([],i.childNodes)));var r,i,o},S.fn.load=function(e,t,n){var r,i,o,a=this,s=e.indexOf(" ");return-1<s&&(r=ht(e.slice(s)),e=e.slice(0,s)),m(t)?(n=t,t=void 0):t&&"object"==typeof t&&(i="POST"),0<a.length&&S.ajax({url:e,type:i||"GET",dataType:"html",data:t}).done(function(e){o=arguments,a.html(r?S("<div>").append(S.parseHTML(e)).find(r):e)}).always(n&&function(e,t){a.each(function(){n.apply(this,o||[e.responseText,t,e])})}),this},S.expr.pseudos.animated=function(t){return S.grep(S.timers,function(e){return t===e.elem}).length},S.offset={setOffset:function(e,t,n){var r,i,o,a,s,u,l=S.css(e,"position"),c=S(e),f={};"static"===l&&(e.style.position="relative"),s=c.offset(),o=S.css(e,"top"),u=S.css(e,"left"),("absolute"===l||"fixed"===l)&&-1<(o+u).indexOf("auto")?(a=(r=c.position()).top,i=r.left):(a=parseFloat(o)||0,i=parseFloat(u)||0),m(t)&&(t=t.call(e,n,S.extend({},s))),null!=t.top&&(f.top=t.top-s.top+a),null!=t.left&&(f.left=t.left-s.left+i),"using"in t?t.using.call(e,f):c.css(f)}},S.fn.extend({offset:function(t){if(arguments.length)return void 0===t?this:this.each(function(e){S.offset.setOffset(this,t,e)});var e,n,r=this[0];return r?r.getClientRects().length?(e=r.getBoundingClientRect(),n=r.ownerDocument.defaultView,{top:e.top+n.pageYOffset,left:e.left+n.pageXOffset}):{top:0,left:0}:void 0},position:function(){if(this[0]){var e,t,n,r=this[0],i={top:0,left:0};if("fixed"===S.css(r,"position"))t=r.getBoundingClientRect();else{t=this.offset(),n=r.ownerDocument,e=r.offsetParent||n.documentElement;while(e&&(e===n.body||e===n.documentElement)&&"static"===S.css(e,"position"))e=e.parentNode;e&&e!==r&&1===e.nodeType&&((i=S(e).offset()).top+=S.css(e,"borderTopWidth",!0),i.left+=S.css(e,"borderLeftWidth",!0))}return{top:t.top-i.top-S.css(r,"marginTop",!0),left:t.left-i.left-S.css(r,"marginLeft",!0)}}},offsetParent:function(){return this.map(function(){var e=this.offsetParent;while(e&&"static"===S.css(e,"position"))e=e.offsetParent;return e||re})}}),S.each({scrollLeft:"pageXOffset",scrollTop:"pageYOffset"},function(t,i){var o="pageYOffset"===i;S.fn[t]=function(e){return $(this,function(e,t,n){var r;if(x(e)?r=e:9===e.nodeType&&(r=e.defaultView),void 0===n)return r?r[i]:e[t];r?r.scrollTo(o?r.pageXOffset:n,o?n:r.pageYOffset):e[t]=n},t,e,arguments.length)}}),S.each(["top","left"],function(e,n){S.cssHooks[n]=Fe(y.pixelPosition,function(e,t){if(t)return t=We(e,n),Pe.test(t)?S(e).position()[n]+"px":t})}),S.each({Height:"height",Width:"width"},function(a,s){S.each({padding:"inner"+a,content:s,"":"outer"+a},function(r,o){S.fn[o]=function(e,t){var n=arguments.length&&(r||"boolean"!=typeof e),i=r||(!0===e||!0===t?"margin":"border");return $(this,function(e,t,n){var r;return x(e)?0===o.indexOf("outer")?e["inner"+a]:e.document.documentElement["client"+a]:9===e.nodeType?(r=e.documentElement,Math.max(e.body["scroll"+a],r["scroll"+a],e.body["offset"+a],r["offset"+a],r["client"+a])):void 0===n?S.css(e,t,i):S.style(e,t,n,i)},s,n?e:void 0,n)}})}),S.each(["ajaxStart","ajaxStop","ajaxComplete","ajaxError","ajaxSuccess","ajaxSend"],function(e,t){S.fn[t]=function(e){return this.on(t,e)}}),S.fn.extend({bind:function(e,t,n){return this.on(e,null,t,n)},unbind:function(e,t){return this.off(e,null,t)},delegate:function(e,t,n,r){return this.on(t,e,n,r)},undelegate:function(e,t,n){return 1===arguments.length?this.off(e,"**"):this.off(t,e||"**",n)},hover:function(e,t){return this.mouseenter(e).mouseleave(t||e)}}),S.each("blur focus focusin focusout resize scroll click dblclick mousedown mouseup mousemove mouseover mouseout mouseenter mouseleave change select submit keydown keypress keyup contextmenu".split(" "),function(e,n){S.fn[n]=function(e,t){return 0<arguments.length?this.on(n,null,e,t):this.trigger(n)}});var Xt=/^[\s\uFEFF\xA0]+|[\s\uFEFF\xA0]+$/g;S.proxy=function(e,t){var n,r,i;if("string"==typeof t&&(n=e[t],t=e,e=n),m(e))return r=s.call(arguments,2),(i=function(){return e.apply(t||this,r.concat(s.call(arguments)))}).guid=e.guid=e.guid||S.guid++,i},S.holdReady=function(e){e?S.readyWait++:S.ready(!0)},S.isArray=Array.isArray,S.parseJSON=JSON.parse,S.nodeName=A,S.isFunction=m,S.isWindow=x,S.camelCase=X,S.type=w,S.now=Date.now,S.isNumeric=function(e){var t=S.type(e);return("number"===t||"string"===t)&&!isNaN(e-parseFloat(e))},S.trim=function(e){return null==e?"":(e+"").replace(Xt,"")},"function"==typeof define&&define.amd&&define("jquery",[],function(){return S});var Vt=C.jQuery,Gt=C.$;return S.noConflict=function(e){return C.$===S&&(C.$=Gt),e&&C.jQuery===S&&(C.jQuery=Vt),S},"undefined"==typeof e&&(C.jQuery=C.$=S),S});
</script>
<meta name="viewport" content="width=device-width, initial-scale=1" />
<style type="text/css">html{font-family:sans-serif;-webkit-text-size-adjust:100%;-ms-text-size-adjust:100%}body{margin:0}article,aside,details,figcaption,figure,footer,header,hgroup,main,menu,nav,section,summary{display:block}audio,canvas,progress,video{display:inline-block;vertical-align:baseline}audio:not([controls]){display:none;height:0}[hidden],template{display:none}a{background-color:transparent}a:active,a:hover{outline:0}abbr[title]{border-bottom:1px dotted}b,strong{font-weight:700}dfn{font-style:italic}h1{margin:.67em 0;font-size:2em}mark{color:#000;background:#ff0}small{font-size:80%}sub,sup{position:relative;font-size:75%;line-height:0;vertical-align:baseline}sup{top:-.5em}sub{bottom:-.25em}img{border:0}svg:not(:root){overflow:hidden}figure{margin:1em 40px}hr{height:0;-webkit-box-sizing:content-box;-moz-box-sizing:content-box;box-sizing:content-box}pre{overflow:auto}code,kbd,pre,samp{font-family:monospace,monospace;font-size:1em}button,input,optgroup,select,textarea{margin:0;font:inherit;color:inherit}button{overflow:visible}button,select{text-transform:none}button,html input[type=button],input[type=reset],input[type=submit]{-webkit-appearance:button;cursor:pointer}button[disabled],html input[disabled]{cursor:default}button::-moz-focus-inner,input::-moz-focus-inner{padding:0;border:0}input{line-height:normal}input[type=checkbox],input[type=radio]{-webkit-box-sizing:border-box;-moz-box-sizing:border-box;box-sizing:border-box;padding:0}input[type=number]::-webkit-inner-spin-button,input[type=number]::-webkit-outer-spin-button{height:auto}input[type=search]{-webkit-box-sizing:content-box;-moz-box-sizing:content-box;box-sizing:content-box;-webkit-appearance:textfield}input[type=search]::-webkit-search-cancel-button,input[type=search]::-webkit-search-decoration{-webkit-appearance:none}fieldset{padding:.35em .625em .75em;margin:0 2px;border:1px solid silver}legend{padding:0;border:0}textarea{overflow:auto}optgroup{font-weight:700}table{border-spacing:0;border-collapse:collapse}td,th{padding:0}@media print{*,:after,:before{color:#000!important;text-shadow:none!important;background:0 0!important;-webkit-box-shadow:none!important;box-shadow:none!important}a,a:visited{text-decoration:underline}a[href]:after{content:" (" attr(href) ")"}abbr[title]:after{content:" (" attr(title) ")"}a[href^="javascript:"]:after,a[href^="#"]:after{content:""}blockquote,pre{border:1px solid #999;page-break-inside:avoid}thead{display:table-header-group}img,tr{page-break-inside:avoid}img{max-width:100%!important}h2,h3,p{orphans:3;widows:3}h2,h3{page-break-after:avoid}.navbar{display:none}.btn>.caret,.dropup>.btn>.caret{border-top-color:#000!important}.label{border:1px solid #000}.table{border-collapse:collapse!important}.table td,.table th{background-color:#fff!important}.table-bordered td,.table-bordered th{border:1px solid #ddd!important}}@font-face{font-family:'Glyphicons Halflings';src:url(data:application/vnd.ms-fontobject;base64,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);src:url(data:application/vnd.ms-fontobject;base64,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) format('embedded-opentype'),url(data:font/woff;base64,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) format('woff'),url(data:font/ttf;base64,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) format('truetype'),url(data:image/svg+xml;base64,<?xml version="1.0" standalone="no"?>
<!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd" >
<svg xmlns="http://www.w3.org/2000/svg">
<metadata></metadata>
<defs>
<font id="glyphicons_halflingsregular" horiz-adv-x="1200" >
<font-face units-per-em="1200" ascent="960" descent="-240" />
<missing-glyph horiz-adv-x="500" />
<glyph horiz-adv-x="0" />
<glyph horiz-adv-x="400" />
<glyph unicode=" " />
<glyph unicode="*" d="M600 1100q15 0 34 -1.5t30 -3.5l11 -1q10 -2 17.5 -10.5t7.5 -18.5v-224l158 158q7 7 18 8t19 -6l106 -106q7 -8 6 -19t-8 -18l-158 -158h224q10 0 18.5 -7.5t10.5 -17.5q6 -41 6 -75q0 -15 -1.5 -34t-3.5 -30l-1 -11q-2 -10 -10.5 -17.5t-18.5 -7.5h-224l158 -158 q7 -7 8 -18t-6 -19l-106 -106q-8 -7 -19 -6t-18 8l-158 158v-224q0 -10 -7.5 -18.5t-17.5 -10.5q-41 -6 -75 -6q-15 0 -34 1.5t-30 3.5l-11 1q-10 2 -17.5 10.5t-7.5 18.5v224l-158 -158q-7 -7 -18 -8t-19 6l-106 106q-7 8 -6 19t8 18l158 158h-224q-10 0 -18.5 7.5 t-10.5 17.5q-6 41 -6 75q0 15 1.5 34t3.5 30l1 11q2 10 10.5 17.5t18.5 7.5h224l-158 158q-7 7 -8 18t6 19l106 106q8 7 19 6t18 -8l158 -158v224q0 10 7.5 18.5t17.5 10.5q41 6 75 6z" />
<glyph unicode="+" d="M450 1100h200q21 0 35.5 -14.5t14.5 -35.5v-350h350q21 0 35.5 -14.5t14.5 -35.5v-200q0 -21 -14.5 -35.5t-35.5 -14.5h-350v-350q0 -21 -14.5 -35.5t-35.5 -14.5h-200q-21 0 -35.5 14.5t-14.5 35.5v350h-350q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5t35.5 14.5 h350v350q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xa0;" />
<glyph unicode="&#xa5;" d="M825 1100h250q10 0 12.5 -5t-5.5 -13l-364 -364q-6 -6 -11 -18h268q10 0 13 -6t-3 -14l-120 -160q-6 -8 -18 -14t-22 -6h-125v-100h275q10 0 13 -6t-3 -14l-120 -160q-6 -8 -18 -14t-22 -6h-125v-174q0 -11 -7.5 -18.5t-18.5 -7.5h-148q-11 0 -18.5 7.5t-7.5 18.5v174 h-275q-10 0 -13 6t3 14l120 160q6 8 18 14t22 6h125v100h-275q-10 0 -13 6t3 14l120 160q6 8 18 14t22 6h118q-5 12 -11 18l-364 364q-8 8 -5.5 13t12.5 5h250q25 0 43 -18l164 -164q8 -8 18 -8t18 8l164 164q18 18 43 18z" />
<glyph unicode="&#x2000;" horiz-adv-x="650" />
<glyph unicode="&#x2001;" horiz-adv-x="1300" />
<glyph unicode="&#x2002;" horiz-adv-x="650" />
<glyph unicode="&#x2003;" horiz-adv-x="1300" />
<glyph unicode="&#x2004;" horiz-adv-x="433" />
<glyph unicode="&#x2005;" horiz-adv-x="325" />
<glyph unicode="&#x2006;" horiz-adv-x="216" />
<glyph unicode="&#x2007;" horiz-adv-x="216" />
<glyph unicode="&#x2008;" horiz-adv-x="162" />
<glyph unicode="&#x2009;" horiz-adv-x="260" />
<glyph unicode="&#x200a;" horiz-adv-x="72" />
<glyph unicode="&#x202f;" horiz-adv-x="260" />
<glyph unicode="&#x205f;" horiz-adv-x="325" />
<glyph unicode="&#x20ac;" d="M744 1198q242 0 354 -189q60 -104 66 -209h-181q0 45 -17.5 82.5t-43.5 61.5t-58 40.5t-60.5 24t-51.5 7.5q-19 0 -40.5 -5.5t-49.5 -20.5t-53 -38t-49 -62.5t-39 -89.5h379l-100 -100h-300q-6 -50 -6 -100h406l-100 -100h-300q9 -74 33 -132t52.5 -91t61.5 -54.5t59 -29 t47 -7.5q22 0 50.5 7.5t60.5 24.5t58 41t43.5 61t17.5 80h174q-30 -171 -128 -278q-107 -117 -274 -117q-206 0 -324 158q-36 48 -69 133t-45 204h-217l100 100h112q1 47 6 100h-218l100 100h134q20 87 51 153.5t62 103.5q117 141 297 141z" />
<glyph unicode="&#x20bd;" d="M428 1200h350q67 0 120 -13t86 -31t57 -49.5t35 -56.5t17 -64.5t6.5 -60.5t0.5 -57v-16.5v-16.5q0 -36 -0.5 -57t-6.5 -61t-17 -65t-35 -57t-57 -50.5t-86 -31.5t-120 -13h-178l-2 -100h288q10 0 13 -6t-3 -14l-120 -160q-6 -8 -18 -14t-22 -6h-138v-175q0 -11 -5.5 -18 t-15.5 -7h-149q-10 0 -17.5 7.5t-7.5 17.5v175h-267q-10 0 -13 6t3 14l120 160q6 8 18 14t22 6h117v100h-267q-10 0 -13 6t3 14l120 160q6 8 18 14t22 6h117v475q0 10 7.5 17.5t17.5 7.5zM600 1000v-300h203q64 0 86.5 33t22.5 119q0 84 -22.5 116t-86.5 32h-203z" />
<glyph unicode="&#x2212;" d="M250 700h800q21 0 35.5 -14.5t14.5 -35.5v-200q0 -21 -14.5 -35.5t-35.5 -14.5h-800q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#x231b;" d="M1000 1200v-150q0 -21 -14.5 -35.5t-35.5 -14.5h-50v-100q0 -91 -49.5 -165.5t-130.5 -109.5q81 -35 130.5 -109.5t49.5 -165.5v-150h50q21 0 35.5 -14.5t14.5 -35.5v-150h-800v150q0 21 14.5 35.5t35.5 14.5h50v150q0 91 49.5 165.5t130.5 109.5q-81 35 -130.5 109.5 t-49.5 165.5v100h-50q-21 0 -35.5 14.5t-14.5 35.5v150h800zM400 1000v-100q0 -60 32.5 -109.5t87.5 -73.5q28 -12 44 -37t16 -55t-16 -55t-44 -37q-55 -24 -87.5 -73.5t-32.5 -109.5v-150h400v150q0 60 -32.5 109.5t-87.5 73.5q-28 12 -44 37t-16 55t16 55t44 37 q55 24 87.5 73.5t32.5 109.5v100h-400z" />
<glyph unicode="&#x25fc;" horiz-adv-x="500" d="M0 0z" />
<glyph unicode="&#x2601;" d="M503 1089q110 0 200.5 -59.5t134.5 -156.5q44 14 90 14q120 0 205 -86.5t85 -206.5q0 -121 -85 -207.5t-205 -86.5h-750q-79 0 -135.5 57t-56.5 137q0 69 42.5 122.5t108.5 67.5q-2 12 -2 37q0 153 108 260.5t260 107.5z" />
<glyph unicode="&#x26fa;" d="M774 1193.5q16 -9.5 20.5 -27t-5.5 -33.5l-136 -187l467 -746h30q20 0 35 -18.5t15 -39.5v-42h-1200v42q0 21 15 39.5t35 18.5h30l468 746l-135 183q-10 16 -5.5 34t20.5 28t34 5.5t28 -20.5l111 -148l112 150q9 16 27 20.5t34 -5zM600 200h377l-182 112l-195 534v-646z " />
<glyph unicode="&#x2709;" d="M25 1100h1150q10 0 12.5 -5t-5.5 -13l-564 -567q-8 -8 -18 -8t-18 8l-564 567q-8 8 -5.5 13t12.5 5zM18 882l264 -264q8 -8 8 -18t-8 -18l-264 -264q-8 -8 -13 -5.5t-5 12.5v550q0 10 5 12.5t13 -5.5zM918 618l264 264q8 8 13 5.5t5 -12.5v-550q0 -10 -5 -12.5t-13 5.5 l-264 264q-8 8 -8 18t8 18zM818 482l364 -364q8 -8 5.5 -13t-12.5 -5h-1150q-10 0 -12.5 5t5.5 13l364 364q8 8 18 8t18 -8l164 -164q8 -8 18 -8t18 8l164 164q8 8 18 8t18 -8z" />
<glyph unicode="&#x270f;" d="M1011 1210q19 0 33 -13l153 -153q13 -14 13 -33t-13 -33l-99 -92l-214 214l95 96q13 14 32 14zM1013 800l-615 -614l-214 214l614 614zM317 96l-333 -112l110 335z" />
<glyph unicode="&#xe001;" d="M700 650v-550h250q21 0 35.5 -14.5t14.5 -35.5v-50h-800v50q0 21 14.5 35.5t35.5 14.5h250v550l-500 550h1200z" />
<glyph unicode="&#xe002;" d="M368 1017l645 163q39 15 63 0t24 -49v-831q0 -55 -41.5 -95.5t-111.5 -63.5q-79 -25 -147 -4.5t-86 75t25.5 111.5t122.5 82q72 24 138 8v521l-600 -155v-606q0 -42 -44 -90t-109 -69q-79 -26 -147 -5.5t-86 75.5t25.5 111.5t122.5 82.5q72 24 138 7v639q0 38 14.5 59 t53.5 34z" />
<glyph unicode="&#xe003;" d="M500 1191q100 0 191 -39t156.5 -104.5t104.5 -156.5t39 -191l-1 -2l1 -5q0 -141 -78 -262l275 -274q23 -26 22.5 -44.5t-22.5 -42.5l-59 -58q-26 -20 -46.5 -20t-39.5 20l-275 274q-119 -77 -261 -77l-5 1l-2 -1q-100 0 -191 39t-156.5 104.5t-104.5 156.5t-39 191 t39 191t104.5 156.5t156.5 104.5t191 39zM500 1022q-88 0 -162 -43t-117 -117t-43 -162t43 -162t117 -117t162 -43t162 43t117 117t43 162t-43 162t-117 117t-162 43z" />
<glyph unicode="&#xe005;" d="M649 949q48 68 109.5 104t121.5 38.5t118.5 -20t102.5 -64t71 -100.5t27 -123q0 -57 -33.5 -117.5t-94 -124.5t-126.5 -127.5t-150 -152.5t-146 -174q-62 85 -145.5 174t-150 152.5t-126.5 127.5t-93.5 124.5t-33.5 117.5q0 64 28 123t73 100.5t104 64t119 20 t120.5 -38.5t104.5 -104z" />
<glyph unicode="&#xe006;" d="M407 800l131 353q7 19 17.5 19t17.5 -19l129 -353h421q21 0 24 -8.5t-14 -20.5l-342 -249l130 -401q7 -20 -0.5 -25.5t-24.5 6.5l-343 246l-342 -247q-17 -12 -24.5 -6.5t-0.5 25.5l130 400l-347 251q-17 12 -14 20.5t23 8.5h429z" />
<glyph unicode="&#xe007;" d="M407 800l131 353q7 19 17.5 19t17.5 -19l129 -353h421q21 0 24 -8.5t-14 -20.5l-342 -249l130 -401q7 -20 -0.5 -25.5t-24.5 6.5l-343 246l-342 -247q-17 -12 -24.5 -6.5t-0.5 25.5l130 400l-347 251q-17 12 -14 20.5t23 8.5h429zM477 700h-240l197 -142l-74 -226 l193 139l195 -140l-74 229l192 140h-234l-78 211z" />
<glyph unicode="&#xe008;" d="M600 1200q124 0 212 -88t88 -212v-250q0 -46 -31 -98t-69 -52v-75q0 -10 6 -21.5t15 -17.5l358 -230q9 -5 15 -16.5t6 -21.5v-93q0 -10 -7.5 -17.5t-17.5 -7.5h-1150q-10 0 -17.5 7.5t-7.5 17.5v93q0 10 6 21.5t15 16.5l358 230q9 6 15 17.5t6 21.5v75q-38 0 -69 52 t-31 98v250q0 124 88 212t212 88z" />
<glyph unicode="&#xe009;" d="M25 1100h1150q10 0 17.5 -7.5t7.5 -17.5v-1050q0 -10 -7.5 -17.5t-17.5 -7.5h-1150q-10 0 -17.5 7.5t-7.5 17.5v1050q0 10 7.5 17.5t17.5 7.5zM100 1000v-100h100v100h-100zM875 1000h-550q-10 0 -17.5 -7.5t-7.5 -17.5v-350q0 -10 7.5 -17.5t17.5 -7.5h550 q10 0 17.5 7.5t7.5 17.5v350q0 10 -7.5 17.5t-17.5 7.5zM1000 1000v-100h100v100h-100zM100 800v-100h100v100h-100zM1000 800v-100h100v100h-100zM100 600v-100h100v100h-100zM1000 600v-100h100v100h-100zM875 500h-550q-10 0 -17.5 -7.5t-7.5 -17.5v-350q0 -10 7.5 -17.5 t17.5 -7.5h550q10 0 17.5 7.5t7.5 17.5v350q0 10 -7.5 17.5t-17.5 7.5zM100 400v-100h100v100h-100zM1000 400v-100h100v100h-100zM100 200v-100h100v100h-100zM1000 200v-100h100v100h-100z" />
<glyph unicode="&#xe010;" d="M50 1100h400q21 0 35.5 -14.5t14.5 -35.5v-400q0 -21 -14.5 -35.5t-35.5 -14.5h-400q-21 0 -35.5 14.5t-14.5 35.5v400q0 21 14.5 35.5t35.5 14.5zM650 1100h400q21 0 35.5 -14.5t14.5 -35.5v-400q0 -21 -14.5 -35.5t-35.5 -14.5h-400q-21 0 -35.5 14.5t-14.5 35.5v400 q0 21 14.5 35.5t35.5 14.5zM50 500h400q21 0 35.5 -14.5t14.5 -35.5v-400q0 -21 -14.5 -35.5t-35.5 -14.5h-400q-21 0 -35.5 14.5t-14.5 35.5v400q0 21 14.5 35.5t35.5 14.5zM650 500h400q21 0 35.5 -14.5t14.5 -35.5v-400q0 -21 -14.5 -35.5t-35.5 -14.5h-400 q-21 0 -35.5 14.5t-14.5 35.5v400q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe011;" d="M50 1100h200q21 0 35.5 -14.5t14.5 -35.5v-200q0 -21 -14.5 -35.5t-35.5 -14.5h-200q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5t35.5 14.5zM450 1100h200q21 0 35.5 -14.5t14.5 -35.5v-200q0 -21 -14.5 -35.5t-35.5 -14.5h-200q-21 0 -35.5 14.5t-14.5 35.5v200 q0 21 14.5 35.5t35.5 14.5zM850 1100h200q21 0 35.5 -14.5t14.5 -35.5v-200q0 -21 -14.5 -35.5t-35.5 -14.5h-200q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5t35.5 14.5zM50 700h200q21 0 35.5 -14.5t14.5 -35.5v-200q0 -21 -14.5 -35.5t-35.5 -14.5h-200 q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5t35.5 14.5zM450 700h200q21 0 35.5 -14.5t14.5 -35.5v-200q0 -21 -14.5 -35.5t-35.5 -14.5h-200q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5t35.5 14.5zM850 700h200q21 0 35.5 -14.5t14.5 -35.5v-200 q0 -21 -14.5 -35.5t-35.5 -14.5h-200q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5t35.5 14.5zM50 300h200q21 0 35.5 -14.5t14.5 -35.5v-200q0 -21 -14.5 -35.5t-35.5 -14.5h-200q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5t35.5 14.5zM450 300h200 q21 0 35.5 -14.5t14.5 -35.5v-200q0 -21 -14.5 -35.5t-35.5 -14.5h-200q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5t35.5 14.5zM850 300h200q21 0 35.5 -14.5t14.5 -35.5v-200q0 -21 -14.5 -35.5t-35.5 -14.5h-200q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5 t35.5 14.5z" />
<glyph unicode="&#xe012;" d="M50 1100h200q21 0 35.5 -14.5t14.5 -35.5v-200q0 -21 -14.5 -35.5t-35.5 -14.5h-200q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5t35.5 14.5zM450 1100h700q21 0 35.5 -14.5t14.5 -35.5v-200q0 -21 -14.5 -35.5t-35.5 -14.5h-700q-21 0 -35.5 14.5t-14.5 35.5v200 q0 21 14.5 35.5t35.5 14.5zM50 700h200q21 0 35.5 -14.5t14.5 -35.5v-200q0 -21 -14.5 -35.5t-35.5 -14.5h-200q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5t35.5 14.5zM450 700h700q21 0 35.5 -14.5t14.5 -35.5v-200q0 -21 -14.5 -35.5t-35.5 -14.5h-700 q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5t35.5 14.5zM50 300h200q21 0 35.5 -14.5t14.5 -35.5v-200q0 -21 -14.5 -35.5t-35.5 -14.5h-200q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5t35.5 14.5zM450 300h700q21 0 35.5 -14.5t14.5 -35.5v-200 q0 -21 -14.5 -35.5t-35.5 -14.5h-700q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe013;" d="M465 477l571 571q8 8 18 8t17 -8l177 -177q8 -7 8 -17t-8 -18l-783 -784q-7 -8 -17.5 -8t-17.5 8l-384 384q-8 8 -8 18t8 17l177 177q7 8 17 8t18 -8l171 -171q7 -7 18 -7t18 7z" />
<glyph unicode="&#xe014;" d="M904 1083l178 -179q8 -8 8 -18.5t-8 -17.5l-267 -268l267 -268q8 -7 8 -17.5t-8 -18.5l-178 -178q-8 -8 -18.5 -8t-17.5 8l-268 267l-268 -267q-7 -8 -17.5 -8t-18.5 8l-178 178q-8 8 -8 18.5t8 17.5l267 268l-267 268q-8 7 -8 17.5t8 18.5l178 178q8 8 18.5 8t17.5 -8 l268 -267l268 268q7 7 17.5 7t18.5 -7z" />
<glyph unicode="&#xe015;" d="M507 1177q98 0 187.5 -38.5t154.5 -103.5t103.5 -154.5t38.5 -187.5q0 -141 -78 -262l300 -299q8 -8 8 -18.5t-8 -18.5l-109 -108q-7 -8 -17.5 -8t-18.5 8l-300 299q-119 -77 -261 -77q-98 0 -188 38.5t-154.5 103t-103 154.5t-38.5 188t38.5 187.5t103 154.5 t154.5 103.5t188 38.5zM506.5 1023q-89.5 0 -165.5 -44t-120 -120.5t-44 -166t44 -165.5t120 -120t165.5 -44t166 44t120.5 120t44 165.5t-44 166t-120.5 120.5t-166 44zM425 900h150q10 0 17.5 -7.5t7.5 -17.5v-75h75q10 0 17.5 -7.5t7.5 -17.5v-150q0 -10 -7.5 -17.5 t-17.5 -7.5h-75v-75q0 -10 -7.5 -17.5t-17.5 -7.5h-150q-10 0 -17.5 7.5t-7.5 17.5v75h-75q-10 0 -17.5 7.5t-7.5 17.5v150q0 10 7.5 17.5t17.5 7.5h75v75q0 10 7.5 17.5t17.5 7.5z" />
<glyph unicode="&#xe016;" d="M507 1177q98 0 187.5 -38.5t154.5 -103.5t103.5 -154.5t38.5 -187.5q0 -141 -78 -262l300 -299q8 -8 8 -18.5t-8 -18.5l-109 -108q-7 -8 -17.5 -8t-18.5 8l-300 299q-119 -77 -261 -77q-98 0 -188 38.5t-154.5 103t-103 154.5t-38.5 188t38.5 187.5t103 154.5 t154.5 103.5t188 38.5zM506.5 1023q-89.5 0 -165.5 -44t-120 -120.5t-44 -166t44 -165.5t120 -120t165.5 -44t166 44t120.5 120t44 165.5t-44 166t-120.5 120.5t-166 44zM325 800h350q10 0 17.5 -7.5t7.5 -17.5v-150q0 -10 -7.5 -17.5t-17.5 -7.5h-350q-10 0 -17.5 7.5 t-7.5 17.5v150q0 10 7.5 17.5t17.5 7.5z" />
<glyph unicode="&#xe017;" d="M550 1200h100q21 0 35.5 -14.5t14.5 -35.5v-400q0 -21 -14.5 -35.5t-35.5 -14.5h-100q-21 0 -35.5 14.5t-14.5 35.5v400q0 21 14.5 35.5t35.5 14.5zM800 975v166q167 -62 272 -209.5t105 -331.5q0 -117 -45.5 -224t-123 -184.5t-184.5 -123t-224 -45.5t-224 45.5 t-184.5 123t-123 184.5t-45.5 224q0 184 105 331.5t272 209.5v-166q-103 -55 -165 -155t-62 -220q0 -116 57 -214.5t155.5 -155.5t214.5 -57t214.5 57t155.5 155.5t57 214.5q0 120 -62 220t-165 155z" />
<glyph unicode="&#xe018;" d="M1025 1200h150q10 0 17.5 -7.5t7.5 -17.5v-1150q0 -10 -7.5 -17.5t-17.5 -7.5h-150q-10 0 -17.5 7.5t-7.5 17.5v1150q0 10 7.5 17.5t17.5 7.5zM725 800h150q10 0 17.5 -7.5t7.5 -17.5v-750q0 -10 -7.5 -17.5t-17.5 -7.5h-150q-10 0 -17.5 7.5t-7.5 17.5v750 q0 10 7.5 17.5t17.5 7.5zM425 500h150q10 0 17.5 -7.5t7.5 -17.5v-450q0 -10 -7.5 -17.5t-17.5 -7.5h-150q-10 0 -17.5 7.5t-7.5 17.5v450q0 10 7.5 17.5t17.5 7.5zM125 300h150q10 0 17.5 -7.5t7.5 -17.5v-250q0 -10 -7.5 -17.5t-17.5 -7.5h-150q-10 0 -17.5 7.5t-7.5 17.5 v250q0 10 7.5 17.5t17.5 7.5z" />
<glyph unicode="&#xe019;" d="M600 1174q33 0 74 -5l38 -152l5 -1q49 -14 94 -39l5 -2l134 80q61 -48 104 -105l-80 -134l3 -5q25 -44 39 -93l1 -6l152 -38q5 -43 5 -73q0 -34 -5 -74l-152 -38l-1 -6q-15 -49 -39 -93l-3 -5l80 -134q-48 -61 -104 -105l-134 81l-5 -3q-44 -25 -94 -39l-5 -2l-38 -151 q-43 -5 -74 -5q-33 0 -74 5l-38 151l-5 2q-49 14 -94 39l-5 3l-134 -81q-60 48 -104 105l80 134l-3 5q-25 45 -38 93l-2 6l-151 38q-6 42 -6 74q0 33 6 73l151 38l2 6q13 48 38 93l3 5l-80 134q47 61 105 105l133 -80l5 2q45 25 94 39l5 1l38 152q43 5 74 5zM600 815 q-89 0 -152 -63t-63 -151.5t63 -151.5t152 -63t152 63t63 151.5t-63 151.5t-152 63z" />
<glyph unicode="&#xe020;" d="M500 1300h300q41 0 70.5 -29.5t29.5 -70.5v-100h275q10 0 17.5 -7.5t7.5 -17.5v-75h-1100v75q0 10 7.5 17.5t17.5 7.5h275v100q0 41 29.5 70.5t70.5 29.5zM500 1200v-100h300v100h-300zM1100 900v-800q0 -41 -29.5 -70.5t-70.5 -29.5h-700q-41 0 -70.5 29.5t-29.5 70.5 v800h900zM300 800v-700h100v700h-100zM500 800v-700h100v700h-100zM700 800v-700h100v700h-100zM900 800v-700h100v700h-100z" />
<glyph unicode="&#xe021;" d="M18 618l620 608q8 7 18.5 7t17.5 -7l608 -608q8 -8 5.5 -13t-12.5 -5h-175v-575q0 -10 -7.5 -17.5t-17.5 -7.5h-250q-10 0 -17.5 7.5t-7.5 17.5v375h-300v-375q0 -10 -7.5 -17.5t-17.5 -7.5h-250q-10 0 -17.5 7.5t-7.5 17.5v575h-175q-10 0 -12.5 5t5.5 13z" />
<glyph unicode="&#xe022;" d="M600 1200v-400q0 -41 29.5 -70.5t70.5 -29.5h300v-650q0 -21 -14.5 -35.5t-35.5 -14.5h-800q-21 0 -35.5 14.5t-14.5 35.5v1100q0 21 14.5 35.5t35.5 14.5h450zM1000 800h-250q-21 0 -35.5 14.5t-14.5 35.5v250z" />
<glyph unicode="&#xe023;" d="M600 1177q117 0 224 -45.5t184.5 -123t123 -184.5t45.5 -224t-45.5 -224t-123 -184.5t-184.5 -123t-224 -45.5t-224 45.5t-184.5 123t-123 184.5t-45.5 224t45.5 224t123 184.5t184.5 123t224 45.5zM600 1027q-116 0 -214.5 -57t-155.5 -155.5t-57 -214.5t57 -214.5 t155.5 -155.5t214.5 -57t214.5 57t155.5 155.5t57 214.5t-57 214.5t-155.5 155.5t-214.5 57zM525 900h50q10 0 17.5 -7.5t7.5 -17.5v-275h175q10 0 17.5 -7.5t7.5 -17.5v-50q0 -10 -7.5 -17.5t-17.5 -7.5h-250q-10 0 -17.5 7.5t-7.5 17.5v350q0 10 7.5 17.5t17.5 7.5z" />
<glyph unicode="&#xe024;" d="M1300 0h-538l-41 400h-242l-41 -400h-538l431 1200h209l-21 -300h162l-20 300h208zM515 800l-27 -300h224l-27 300h-170z" />
<glyph unicode="&#xe025;" d="M550 1200h200q21 0 35.5 -14.5t14.5 -35.5v-450h191q20 0 25.5 -11.5t-7.5 -27.5l-327 -400q-13 -16 -32 -16t-32 16l-327 400q-13 16 -7.5 27.5t25.5 11.5h191v450q0 21 14.5 35.5t35.5 14.5zM1125 400h50q10 0 17.5 -7.5t7.5 -17.5v-350q0 -10 -7.5 -17.5t-17.5 -7.5 h-1050q-10 0 -17.5 7.5t-7.5 17.5v350q0 10 7.5 17.5t17.5 7.5h50q10 0 17.5 -7.5t7.5 -17.5v-175h900v175q0 10 7.5 17.5t17.5 7.5z" />
<glyph unicode="&#xe026;" d="M600 1177q117 0 224 -45.5t184.5 -123t123 -184.5t45.5 -224t-45.5 -224t-123 -184.5t-184.5 -123t-224 -45.5t-224 45.5t-184.5 123t-123 184.5t-45.5 224t45.5 224t123 184.5t184.5 123t224 45.5zM600 1027q-116 0 -214.5 -57t-155.5 -155.5t-57 -214.5t57 -214.5 t155.5 -155.5t214.5 -57t214.5 57t155.5 155.5t57 214.5t-57 214.5t-155.5 155.5t-214.5 57zM525 900h150q10 0 17.5 -7.5t7.5 -17.5v-275h137q21 0 26 -11.5t-8 -27.5l-223 -275q-13 -16 -32 -16t-32 16l-223 275q-13 16 -8 27.5t26 11.5h137v275q0 10 7.5 17.5t17.5 7.5z " />
<glyph unicode="&#xe027;" d="M600 1177q117 0 224 -45.5t184.5 -123t123 -184.5t45.5 -224t-45.5 -224t-123 -184.5t-184.5 -123t-224 -45.5t-224 45.5t-184.5 123t-123 184.5t-45.5 224t45.5 224t123 184.5t184.5 123t224 45.5zM600 1027q-116 0 -214.5 -57t-155.5 -155.5t-57 -214.5t57 -214.5 t155.5 -155.5t214.5 -57t214.5 57t155.5 155.5t57 214.5t-57 214.5t-155.5 155.5t-214.5 57zM632 914l223 -275q13 -16 8 -27.5t-26 -11.5h-137v-275q0 -10 -7.5 -17.5t-17.5 -7.5h-150q-10 0 -17.5 7.5t-7.5 17.5v275h-137q-21 0 -26 11.5t8 27.5l223 275q13 16 32 16 t32 -16z" />
<glyph unicode="&#xe028;" d="M225 1200h750q10 0 19.5 -7t12.5 -17l186 -652q7 -24 7 -49v-425q0 -12 -4 -27t-9 -17q-12 -6 -37 -6h-1100q-12 0 -27 4t-17 8q-6 13 -6 38l1 425q0 25 7 49l185 652q3 10 12.5 17t19.5 7zM878 1000h-556q-10 0 -19 -7t-11 -18l-87 -450q-2 -11 4 -18t16 -7h150 q10 0 19.5 -7t11.5 -17l38 -152q2 -10 11.5 -17t19.5 -7h250q10 0 19.5 7t11.5 17l38 152q2 10 11.5 17t19.5 7h150q10 0 16 7t4 18l-87 450q-2 11 -11 18t-19 7z" />
<glyph unicode="&#xe029;" d="M600 1177q117 0 224 -45.5t184.5 -123t123 -184.5t45.5 -224t-45.5 -224t-123 -184.5t-184.5 -123t-224 -45.5t-224 45.5t-184.5 123t-123 184.5t-45.5 224t45.5 224t123 184.5t184.5 123t224 45.5zM600 1027q-116 0 -214.5 -57t-155.5 -155.5t-57 -214.5t57 -214.5 t155.5 -155.5t214.5 -57t214.5 57t155.5 155.5t57 214.5t-57 214.5t-155.5 155.5t-214.5 57zM540 820l253 -190q17 -12 17 -30t-17 -30l-253 -190q-16 -12 -28 -6.5t-12 26.5v400q0 21 12 26.5t28 -6.5z" />
<glyph unicode="&#xe030;" d="M947 1060l135 135q7 7 12.5 5t5.5 -13v-362q0 -10 -7.5 -17.5t-17.5 -7.5h-362q-11 0 -13 5.5t5 12.5l133 133q-109 76 -238 76q-116 0 -214.5 -57t-155.5 -155.5t-57 -214.5t57 -214.5t155.5 -155.5t214.5 -57t214.5 57t155.5 155.5t57 214.5h150q0 -117 -45.5 -224 t-123 -184.5t-184.5 -123t-224 -45.5t-224 45.5t-184.5 123t-123 184.5t-45.5 224t45.5 224t123 184.5t184.5 123t224 45.5q192 0 347 -117z" />
<glyph unicode="&#xe031;" d="M947 1060l135 135q7 7 12.5 5t5.5 -13v-361q0 -11 -7.5 -18.5t-18.5 -7.5h-361q-11 0 -13 5.5t5 12.5l134 134q-110 75 -239 75q-116 0 -214.5 -57t-155.5 -155.5t-57 -214.5h-150q0 117 45.5 224t123 184.5t184.5 123t224 45.5q192 0 347 -117zM1027 600h150 q0 -117 -45.5 -224t-123 -184.5t-184.5 -123t-224 -45.5q-192 0 -348 118l-134 -134q-7 -8 -12.5 -5.5t-5.5 12.5v360q0 11 7.5 18.5t18.5 7.5h360q10 0 12.5 -5.5t-5.5 -12.5l-133 -133q110 -76 240 -76q116 0 214.5 57t155.5 155.5t57 214.5z" />
<glyph unicode="&#xe032;" d="M125 1200h1050q10 0 17.5 -7.5t7.5 -17.5v-1150q0 -10 -7.5 -17.5t-17.5 -7.5h-1050q-10 0 -17.5 7.5t-7.5 17.5v1150q0 10 7.5 17.5t17.5 7.5zM1075 1000h-850q-10 0 -17.5 -7.5t-7.5 -17.5v-850q0 -10 7.5 -17.5t17.5 -7.5h850q10 0 17.5 7.5t7.5 17.5v850 q0 10 -7.5 17.5t-17.5 7.5zM325 900h50q10 0 17.5 -7.5t7.5 -17.5v-50q0 -10 -7.5 -17.5t-17.5 -7.5h-50q-10 0 -17.5 7.5t-7.5 17.5v50q0 10 7.5 17.5t17.5 7.5zM525 900h450q10 0 17.5 -7.5t7.5 -17.5v-50q0 -10 -7.5 -17.5t-17.5 -7.5h-450q-10 0 -17.5 7.5t-7.5 17.5v50 q0 10 7.5 17.5t17.5 7.5zM325 700h50q10 0 17.5 -7.5t7.5 -17.5v-50q0 -10 -7.5 -17.5t-17.5 -7.5h-50q-10 0 -17.5 7.5t-7.5 17.5v50q0 10 7.5 17.5t17.5 7.5zM525 700h450q10 0 17.5 -7.5t7.5 -17.5v-50q0 -10 -7.5 -17.5t-17.5 -7.5h-450q-10 0 -17.5 7.5t-7.5 17.5v50 q0 10 7.5 17.5t17.5 7.5zM325 500h50q10 0 17.5 -7.5t7.5 -17.5v-50q0 -10 -7.5 -17.5t-17.5 -7.5h-50q-10 0 -17.5 7.5t-7.5 17.5v50q0 10 7.5 17.5t17.5 7.5zM525 500h450q10 0 17.5 -7.5t7.5 -17.5v-50q0 -10 -7.5 -17.5t-17.5 -7.5h-450q-10 0 -17.5 7.5t-7.5 17.5v50 q0 10 7.5 17.5t17.5 7.5zM325 300h50q10 0 17.5 -7.5t7.5 -17.5v-50q0 -10 -7.5 -17.5t-17.5 -7.5h-50q-10 0 -17.5 7.5t-7.5 17.5v50q0 10 7.5 17.5t17.5 7.5zM525 300h450q10 0 17.5 -7.5t7.5 -17.5v-50q0 -10 -7.5 -17.5t-17.5 -7.5h-450q-10 0 -17.5 7.5t-7.5 17.5v50 q0 10 7.5 17.5t17.5 7.5z" />
<glyph unicode="&#xe033;" d="M900 800v200q0 83 -58.5 141.5t-141.5 58.5h-300q-82 0 -141 -59t-59 -141v-200h-100q-41 0 -70.5 -29.5t-29.5 -70.5v-600q0 -41 29.5 -70.5t70.5 -29.5h900q41 0 70.5 29.5t29.5 70.5v600q0 41 -29.5 70.5t-70.5 29.5h-100zM400 800v150q0 21 15 35.5t35 14.5h200 q20 0 35 -14.5t15 -35.5v-150h-300z" />
<glyph unicode="&#xe034;" d="M125 1100h50q10 0 17.5 -7.5t7.5 -17.5v-1075h-100v1075q0 10 7.5 17.5t17.5 7.5zM1075 1052q4 0 9 -2q16 -6 16 -23v-421q0 -6 -3 -12q-33 -59 -66.5 -99t-65.5 -58t-56.5 -24.5t-52.5 -6.5q-26 0 -57.5 6.5t-52.5 13.5t-60 21q-41 15 -63 22.5t-57.5 15t-65.5 7.5 q-85 0 -160 -57q-7 -5 -15 -5q-6 0 -11 3q-14 7 -14 22v438q22 55 82 98.5t119 46.5q23 2 43 0.5t43 -7t32.5 -8.5t38 -13t32.5 -11q41 -14 63.5 -21t57 -14t63.5 -7q103 0 183 87q7 8 18 8z" />
<glyph unicode="&#xe035;" d="M600 1175q116 0 227 -49.5t192.5 -131t131 -192.5t49.5 -227v-300q0 -10 -7.5 -17.5t-17.5 -7.5h-50q-10 0 -17.5 7.5t-7.5 17.5v300q0 127 -70.5 231.5t-184.5 161.5t-245 57t-245 -57t-184.5 -161.5t-70.5 -231.5v-300q0 -10 -7.5 -17.5t-17.5 -7.5h-50 q-10 0 -17.5 7.5t-7.5 17.5v300q0 116 49.5 227t131 192.5t192.5 131t227 49.5zM220 500h160q8 0 14 -6t6 -14v-460q0 -8 -6 -14t-14 -6h-160q-8 0 -14 6t-6 14v460q0 8 6 14t14 6zM820 500h160q8 0 14 -6t6 -14v-460q0 -8 -6 -14t-14 -6h-160q-8 0 -14 6t-6 14v460 q0 8 6 14t14 6z" />
<glyph unicode="&#xe036;" d="M321 814l258 172q9 6 15 2.5t6 -13.5v-750q0 -10 -6 -13.5t-15 2.5l-258 172q-21 14 -46 14h-250q-10 0 -17.5 7.5t-7.5 17.5v350q0 10 7.5 17.5t17.5 7.5h250q25 0 46 14zM900 668l120 120q7 7 17 7t17 -7l34 -34q7 -7 7 -17t-7 -17l-120 -120l120 -120q7 -7 7 -17 t-7 -17l-34 -34q-7 -7 -17 -7t-17 7l-120 119l-120 -119q-7 -7 -17 -7t-17 7l-34 34q-7 7 -7 17t7 17l119 120l-119 120q-7 7 -7 17t7 17l34 34q7 8 17 8t17 -8z" />
<glyph unicode="&#xe037;" d="M321 814l258 172q9 6 15 2.5t6 -13.5v-750q0 -10 -6 -13.5t-15 2.5l-258 172q-21 14 -46 14h-250q-10 0 -17.5 7.5t-7.5 17.5v350q0 10 7.5 17.5t17.5 7.5h250q25 0 46 14zM766 900h4q10 -1 16 -10q96 -129 96 -290q0 -154 -90 -281q-6 -9 -17 -10l-3 -1q-9 0 -16 6 l-29 23q-7 7 -8.5 16.5t4.5 17.5q72 103 72 229q0 132 -78 238q-6 8 -4.5 18t9.5 17l29 22q7 5 15 5z" />
<glyph unicode="&#xe038;" d="M967 1004h3q11 -1 17 -10q135 -179 135 -396q0 -105 -34 -206.5t-98 -185.5q-7 -9 -17 -10h-3q-9 0 -16 6l-42 34q-8 6 -9 16t5 18q111 150 111 328q0 90 -29.5 176t-84.5 157q-6 9 -5 19t10 16l42 33q7 5 15 5zM321 814l258 172q9 6 15 2.5t6 -13.5v-750q0 -10 -6 -13.5 t-15 2.5l-258 172q-21 14 -46 14h-250q-10 0 -17.5 7.5t-7.5 17.5v350q0 10 7.5 17.5t17.5 7.5h250q25 0 46 14zM766 900h4q10 -1 16 -10q96 -129 96 -290q0 -154 -90 -281q-6 -9 -17 -10l-3 -1q-9 0 -16 6l-29 23q-7 7 -8.5 16.5t4.5 17.5q72 103 72 229q0 132 -78 238 q-6 8 -4.5 18.5t9.5 16.5l29 22q7 5 15 5z" />
<glyph unicode="&#xe039;" d="M500 900h100v-100h-100v-100h-400v-100h-100v600h500v-300zM1200 700h-200v-100h200v-200h-300v300h-200v300h-100v200h600v-500zM100 1100v-300h300v300h-300zM800 1100v-300h300v300h-300zM300 900h-100v100h100v-100zM1000 900h-100v100h100v-100zM300 500h200v-500 h-500v500h200v100h100v-100zM800 300h200v-100h-100v-100h-200v100h-100v100h100v200h-200v100h300v-300zM100 400v-300h300v300h-300zM300 200h-100v100h100v-100zM1200 200h-100v100h100v-100zM700 0h-100v100h100v-100zM1200 0h-300v100h300v-100z" />
<glyph unicode="&#xe040;" d="M100 200h-100v1000h100v-1000zM300 200h-100v1000h100v-1000zM700 200h-200v1000h200v-1000zM900 200h-100v1000h100v-1000zM1200 200h-200v1000h200v-1000zM400 0h-300v100h300v-100zM600 0h-100v91h100v-91zM800 0h-100v91h100v-91zM1100 0h-200v91h200v-91z" />
<glyph unicode="&#xe041;" d="M500 1200l682 -682q8 -8 8 -18t-8 -18l-464 -464q-8 -8 -18 -8t-18 8l-682 682l1 475q0 10 7.5 17.5t17.5 7.5h474zM319.5 1024.5q-29.5 29.5 -71 29.5t-71 -29.5t-29.5 -71.5t29.5 -71.5t71 -29.5t71 29.5t29.5 71.5t-29.5 71.5z" />
<glyph unicode="&#xe042;" d="M500 1200l682 -682q8 -8 8 -18t-8 -18l-464 -464q-8 -8 -18 -8t-18 8l-682 682l1 475q0 10 7.5 17.5t17.5 7.5h474zM800 1200l682 -682q8 -8 8 -18t-8 -18l-464 -464q-8 -8 -18 -8t-18 8l-56 56l424 426l-700 700h150zM319.5 1024.5q-29.5 29.5 -71 29.5t-71 -29.5 t-29.5 -71.5t29.5 -71.5t71 -29.5t71 29.5t29.5 71.5t-29.5 71.5z" />
<glyph unicode="&#xe043;" d="M300 1200h825q75 0 75 -75v-900q0 -25 -18 -43l-64 -64q-8 -8 -13 -5.5t-5 12.5v950q0 10 -7.5 17.5t-17.5 7.5h-700q-25 0 -43 -18l-64 -64q-8 -8 -5.5 -13t12.5 -5h700q10 0 17.5 -7.5t7.5 -17.5v-950q0 -10 -7.5 -17.5t-17.5 -7.5h-850q-10 0 -17.5 7.5t-7.5 17.5v975 q0 25 18 43l139 139q18 18 43 18z" />
<glyph unicode="&#xe044;" d="M250 1200h800q21 0 35.5 -14.5t14.5 -35.5v-1150l-450 444l-450 -445v1151q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe045;" d="M822 1200h-444q-11 0 -19 -7.5t-9 -17.5l-78 -301q-7 -24 7 -45l57 -108q6 -9 17.5 -15t21.5 -6h450q10 0 21.5 6t17.5 15l62 108q14 21 7 45l-83 301q-1 10 -9 17.5t-19 7.5zM1175 800h-150q-10 0 -21 -6.5t-15 -15.5l-78 -156q-4 -9 -15 -15.5t-21 -6.5h-550 q-10 0 -21 6.5t-15 15.5l-78 156q-4 9 -15 15.5t-21 6.5h-150q-10 0 -17.5 -7.5t-7.5 -17.5v-650q0 -10 7.5 -17.5t17.5 -7.5h150q10 0 17.5 7.5t7.5 17.5v150q0 10 7.5 17.5t17.5 7.5h750q10 0 17.5 -7.5t7.5 -17.5v-150q0 -10 7.5 -17.5t17.5 -7.5h150q10 0 17.5 7.5 t7.5 17.5v650q0 10 -7.5 17.5t-17.5 7.5zM850 200h-500q-10 0 -19.5 -7t-11.5 -17l-38 -152q-2 -10 3.5 -17t15.5 -7h600q10 0 15.5 7t3.5 17l-38 152q-2 10 -11.5 17t-19.5 7z" />
<glyph unicode="&#xe046;" d="M500 1100h200q56 0 102.5 -20.5t72.5 -50t44 -59t25 -50.5l6 -20h150q41 0 70.5 -29.5t29.5 -70.5v-600q0 -41 -29.5 -70.5t-70.5 -29.5h-1000q-41 0 -70.5 29.5t-29.5 70.5v600q0 41 29.5 70.5t70.5 29.5h150q2 8 6.5 21.5t24 48t45 61t72 48t102.5 21.5zM900 800v-100 h100v100h-100zM600 730q-95 0 -162.5 -67.5t-67.5 -162.5t67.5 -162.5t162.5 -67.5t162.5 67.5t67.5 162.5t-67.5 162.5t-162.5 67.5zM600 603q43 0 73 -30t30 -73t-30 -73t-73 -30t-73 30t-30 73t30 73t73 30z" />
<glyph unicode="&#xe047;" d="M681 1199l385 -998q20 -50 60 -92q18 -19 36.5 -29.5t27.5 -11.5l10 -2v-66h-417v66q53 0 75 43.5t5 88.5l-82 222h-391q-58 -145 -92 -234q-11 -34 -6.5 -57t25.5 -37t46 -20t55 -6v-66h-365v66q56 24 84 52q12 12 25 30.5t20 31.5l7 13l399 1006h93zM416 521h340 l-162 457z" />
<glyph unicode="&#xe048;" d="M753 641q5 -1 14.5 -4.5t36 -15.5t50.5 -26.5t53.5 -40t50.5 -54.5t35.5 -70t14.5 -87q0 -67 -27.5 -125.5t-71.5 -97.5t-98.5 -66.5t-108.5 -40.5t-102 -13h-500v89q41 7 70.5 32.5t29.5 65.5v827q0 24 -0.5 34t-3.5 24t-8.5 19.5t-17 13.5t-28 12.5t-42.5 11.5v71 l471 -1q57 0 115.5 -20.5t108 -57t80.5 -94t31 -124.5q0 -51 -15.5 -96.5t-38 -74.5t-45 -50.5t-38.5 -30.5zM400 700h139q78 0 130.5 48.5t52.5 122.5q0 41 -8.5 70.5t-29.5 55.5t-62.5 39.5t-103.5 13.5h-118v-350zM400 200h216q80 0 121 50.5t41 130.5q0 90 -62.5 154.5 t-156.5 64.5h-159v-400z" />
<glyph unicode="&#xe049;" d="M877 1200l2 -57q-83 -19 -116 -45.5t-40 -66.5l-132 -839q-9 -49 13 -69t96 -26v-97h-500v97q186 16 200 98l173 832q3 17 3 30t-1.5 22.5t-9 17.5t-13.5 12.5t-21.5 10t-26 8.5t-33.5 10q-13 3 -19 5v57h425z" />
<glyph unicode="&#xe050;" d="M1300 900h-50q0 21 -4 37t-9.5 26.5t-18 17.5t-22 11t-28.5 5.5t-31 2t-37 0.5h-200v-850q0 -22 25 -34.5t50 -13.5l25 -2v-100h-400v100q4 0 11 0.5t24 3t30 7t24 15t11 24.5v850h-200q-25 0 -37 -0.5t-31 -2t-28.5 -5.5t-22 -11t-18 -17.5t-9.5 -26.5t-4 -37h-50v300 h1000v-300zM175 1000h-75v-800h75l-125 -167l-125 167h75v800h-75l125 167z" />
<glyph unicode="&#xe051;" d="M1100 900h-50q0 21 -4 37t-9.5 26.5t-18 17.5t-22 11t-28.5 5.5t-31 2t-37 0.5h-200v-650q0 -22 25 -34.5t50 -13.5l25 -2v-100h-400v100q4 0 11 0.5t24 3t30 7t24 15t11 24.5v650h-200q-25 0 -37 -0.5t-31 -2t-28.5 -5.5t-22 -11t-18 -17.5t-9.5 -26.5t-4 -37h-50v300 h1000v-300zM1167 50l-167 -125v75h-800v-75l-167 125l167 125v-75h800v75z" />
<glyph unicode="&#xe052;" d="M50 1100h600q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-600q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM50 800h1000q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-1000q-21 0 -35.5 14.5t-14.5 35.5v100 q0 21 14.5 35.5t35.5 14.5zM50 500h800q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-800q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM50 200h1100q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-1100 q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe053;" d="M250 1100h700q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-700q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM50 800h1100q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-1100q-21 0 -35.5 14.5t-14.5 35.5v100 q0 21 14.5 35.5t35.5 14.5zM250 500h700q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-700q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM50 200h1100q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-1100 q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe054;" d="M500 950v100q0 21 14.5 35.5t35.5 14.5h600q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-600q-21 0 -35.5 14.5t-14.5 35.5zM100 650v100q0 21 14.5 35.5t35.5 14.5h1000q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-1000 q-21 0 -35.5 14.5t-14.5 35.5zM300 350v100q0 21 14.5 35.5t35.5 14.5h800q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-800q-21 0 -35.5 14.5t-14.5 35.5zM0 50v100q0 21 14.5 35.5t35.5 14.5h1100q21 0 35.5 -14.5t14.5 -35.5v-100 q0 -21 -14.5 -35.5t-35.5 -14.5h-1100q-21 0 -35.5 14.5t-14.5 35.5z" />
<glyph unicode="&#xe055;" d="M50 1100h1100q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-1100q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM50 800h1100q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-1100q-21 0 -35.5 14.5t-14.5 35.5v100 q0 21 14.5 35.5t35.5 14.5zM50 500h1100q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-1100q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM50 200h1100q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-1100 q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe056;" d="M50 1100h100q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-100q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM350 1100h800q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-800q-21 0 -35.5 14.5t-14.5 35.5v100 q0 21 14.5 35.5t35.5 14.5zM50 800h100q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-100q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM350 800h800q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-800 q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM50 500h100q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-100q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM350 500h800q21 0 35.5 -14.5t14.5 -35.5v-100 q0 -21 -14.5 -35.5t-35.5 -14.5h-800q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM50 200h100q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-100q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM350 200h800 q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-800q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe057;" d="M400 0h-100v1100h100v-1100zM550 1100h100q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-100q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM550 800h500q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-500 q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM267 550l-167 -125v75h-200v100h200v75zM550 500h300q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-300q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM550 200h600 q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-600q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe058;" d="M50 1100h100q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-100q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM900 0h-100v1100h100v-1100zM50 800h500q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-500 q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM1100 600h200v-100h-200v-75l-167 125l167 125v-75zM50 500h300q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-300q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5zM50 200h600 q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-600q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe059;" d="M75 1000h750q31 0 53 -22t22 -53v-650q0 -31 -22 -53t-53 -22h-750q-31 0 -53 22t-22 53v650q0 31 22 53t53 22zM1200 300l-300 300l300 300v-600z" />
<glyph unicode="&#xe060;" d="M44 1100h1112q18 0 31 -13t13 -31v-1012q0 -18 -13 -31t-31 -13h-1112q-18 0 -31 13t-13 31v1012q0 18 13 31t31 13zM100 1000v-737l247 182l298 -131l-74 156l293 318l236 -288v500h-1000zM342 884q56 0 95 -39t39 -94.5t-39 -95t-95 -39.5t-95 39.5t-39 95t39 94.5 t95 39z" />
<glyph unicode="&#xe062;" d="M648 1169q117 0 216 -60t156.5 -161t57.5 -218q0 -115 -70 -258q-69 -109 -158 -225.5t-143 -179.5l-54 -62q-9 8 -25.5 24.5t-63.5 67.5t-91 103t-98.5 128t-95.5 148q-60 132 -60 249q0 88 34 169.5t91.5 142t137 96.5t166.5 36zM652.5 974q-91.5 0 -156.5 -65 t-65 -157t65 -156.5t156.5 -64.5t156.5 64.5t65 156.5t-65 157t-156.5 65z" />
<glyph unicode="&#xe063;" d="M600 1177q117 0 224 -45.5t184.5 -123t123 -184.5t45.5 -224t-45.5 -224t-123 -184.5t-184.5 -123t-224 -45.5t-224 45.5t-184.5 123t-123 184.5t-45.5 224t45.5 224t123 184.5t184.5 123t224 45.5zM600 173v854q-116 0 -214.5 -57t-155.5 -155.5t-57 -214.5t57 -214.5 t155.5 -155.5t214.5 -57z" />
<glyph unicode="&#xe064;" d="M554 1295q21 -72 57.5 -143.5t76 -130t83 -118t82.5 -117t70 -116t49.5 -126t18.5 -136.5q0 -71 -25.5 -135t-68.5 -111t-99 -82t-118.5 -54t-125.5 -23q-84 5 -161.5 34t-139.5 78.5t-99 125t-37 164.5q0 69 18 136.5t49.5 126.5t69.5 116.5t81.5 117.5t83.5 119 t76.5 131t58.5 143zM344 710q-23 -33 -43.5 -70.5t-40.5 -102.5t-17 -123q1 -37 14.5 -69.5t30 -52t41 -37t38.5 -24.5t33 -15q21 -7 32 -1t13 22l6 34q2 10 -2.5 22t-13.5 19q-5 4 -14 12t-29.5 40.5t-32.5 73.5q-26 89 6 271q2 11 -6 11q-8 1 -15 -10z" />
<glyph unicode="&#xe065;" d="M1000 1013l108 115q2 1 5 2t13 2t20.5 -1t25 -9.5t28.5 -21.5q22 -22 27 -43t0 -32l-6 -10l-108 -115zM350 1100h400q50 0 105 -13l-187 -187h-368q-41 0 -70.5 -29.5t-29.5 -70.5v-500q0 -41 29.5 -70.5t70.5 -29.5h500q41 0 70.5 29.5t29.5 70.5v182l200 200v-332 q0 -165 -93.5 -257.5t-256.5 -92.5h-400q-165 0 -257.5 92.5t-92.5 257.5v400q0 165 92.5 257.5t257.5 92.5zM1009 803l-362 -362l-161 -50l55 170l355 355z" />
<glyph unicode="&#xe066;" d="M350 1100h361q-164 -146 -216 -200h-195q-41 0 -70.5 -29.5t-29.5 -70.5v-500q0 -41 29.5 -70.5t70.5 -29.5h500q41 0 70.5 29.5t29.5 70.5l200 153v-103q0 -165 -92.5 -257.5t-257.5 -92.5h-400q-165 0 -257.5 92.5t-92.5 257.5v400q0 165 92.5 257.5t257.5 92.5z M824 1073l339 -301q8 -7 8 -17.5t-8 -17.5l-340 -306q-7 -6 -12.5 -4t-6.5 11v203q-26 1 -54.5 0t-78.5 -7.5t-92 -17.5t-86 -35t-70 -57q10 59 33 108t51.5 81.5t65 58.5t68.5 40.5t67 24.5t56 13.5t40 4.5v210q1 10 6.5 12.5t13.5 -4.5z" />
<glyph unicode="&#xe067;" d="M350 1100h350q60 0 127 -23l-178 -177h-349q-41 0 -70.5 -29.5t-29.5 -70.5v-500q0 -41 29.5 -70.5t70.5 -29.5h500q41 0 70.5 29.5t29.5 70.5v69l200 200v-219q0 -165 -92.5 -257.5t-257.5 -92.5h-400q-165 0 -257.5 92.5t-92.5 257.5v400q0 165 92.5 257.5t257.5 92.5z M643 639l395 395q7 7 17.5 7t17.5 -7l101 -101q7 -7 7 -17.5t-7 -17.5l-531 -532q-7 -7 -17.5 -7t-17.5 7l-248 248q-7 7 -7 17.5t7 17.5l101 101q7 7 17.5 7t17.5 -7l111 -111q8 -7 18 -7t18 7z" />
<glyph unicode="&#xe068;" d="M318 918l264 264q8 8 18 8t18 -8l260 -264q7 -8 4.5 -13t-12.5 -5h-170v-200h200v173q0 10 5 12t13 -5l264 -260q8 -7 8 -17.5t-8 -17.5l-264 -265q-8 -7 -13 -5t-5 12v173h-200v-200h170q10 0 12.5 -5t-4.5 -13l-260 -264q-8 -8 -18 -8t-18 8l-264 264q-8 8 -5.5 13 t12.5 5h175v200h-200v-173q0 -10 -5 -12t-13 5l-264 265q-8 7 -8 17.5t8 17.5l264 260q8 7 13 5t5 -12v-173h200v200h-175q-10 0 -12.5 5t5.5 13z" />
<glyph unicode="&#xe069;" d="M250 1100h100q21 0 35.5 -14.5t14.5 -35.5v-438l464 453q15 14 25.5 10t10.5 -25v-1000q0 -21 -10.5 -25t-25.5 10l-464 453v-438q0 -21 -14.5 -35.5t-35.5 -14.5h-100q-21 0 -35.5 14.5t-14.5 35.5v1000q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe070;" d="M50 1100h100q21 0 35.5 -14.5t14.5 -35.5v-438l464 453q15 14 25.5 10t10.5 -25v-438l464 453q15 14 25.5 10t10.5 -25v-1000q0 -21 -10.5 -25t-25.5 10l-464 453v-438q0 -21 -10.5 -25t-25.5 10l-464 453v-438q0 -21 -14.5 -35.5t-35.5 -14.5h-100q-21 0 -35.5 14.5 t-14.5 35.5v1000q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe071;" d="M1200 1050v-1000q0 -21 -10.5 -25t-25.5 10l-464 453v-438q0 -21 -10.5 -25t-25.5 10l-492 480q-15 14 -15 35t15 35l492 480q15 14 25.5 10t10.5 -25v-438l464 453q15 14 25.5 10t10.5 -25z" />
<glyph unicode="&#xe072;" d="M243 1074l814 -498q18 -11 18 -26t-18 -26l-814 -498q-18 -11 -30.5 -4t-12.5 28v1000q0 21 12.5 28t30.5 -4z" />
<glyph unicode="&#xe073;" d="M250 1000h200q21 0 35.5 -14.5t14.5 -35.5v-800q0 -21 -14.5 -35.5t-35.5 -14.5h-200q-21 0 -35.5 14.5t-14.5 35.5v800q0 21 14.5 35.5t35.5 14.5zM650 1000h200q21 0 35.5 -14.5t14.5 -35.5v-800q0 -21 -14.5 -35.5t-35.5 -14.5h-200q-21 0 -35.5 14.5t-14.5 35.5v800 q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe074;" d="M1100 950v-800q0 -21 -14.5 -35.5t-35.5 -14.5h-800q-21 0 -35.5 14.5t-14.5 35.5v800q0 21 14.5 35.5t35.5 14.5h800q21 0 35.5 -14.5t14.5 -35.5z" />
<glyph unicode="&#xe075;" d="M500 612v438q0 21 10.5 25t25.5 -10l492 -480q15 -14 15 -35t-15 -35l-492 -480q-15 -14 -25.5 -10t-10.5 25v438l-464 -453q-15 -14 -25.5 -10t-10.5 25v1000q0 21 10.5 25t25.5 -10z" />
<glyph unicode="&#xe076;" d="M1048 1102l100 1q20 0 35 -14.5t15 -35.5l5 -1000q0 -21 -14.5 -35.5t-35.5 -14.5l-100 -1q-21 0 -35.5 14.5t-14.5 35.5l-2 437l-463 -454q-14 -15 -24.5 -10.5t-10.5 25.5l-2 437l-462 -455q-15 -14 -25.5 -9.5t-10.5 24.5l-5 1000q0 21 10.5 25.5t25.5 -10.5l466 -450 l-2 438q0 20 10.5 24.5t25.5 -9.5l466 -451l-2 438q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe077;" d="M850 1100h100q21 0 35.5 -14.5t14.5 -35.5v-1000q0 -21 -14.5 -35.5t-35.5 -14.5h-100q-21 0 -35.5 14.5t-14.5 35.5v438l-464 -453q-15 -14 -25.5 -10t-10.5 25v1000q0 21 10.5 25t25.5 -10l464 -453v438q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe078;" d="M686 1081l501 -540q15 -15 10.5 -26t-26.5 -11h-1042q-22 0 -26.5 11t10.5 26l501 540q15 15 36 15t36 -15zM150 400h1000q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-1000q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe079;" d="M885 900l-352 -353l352 -353l-197 -198l-552 552l552 550z" />
<glyph unicode="&#xe080;" d="M1064 547l-551 -551l-198 198l353 353l-353 353l198 198z" />
<glyph unicode="&#xe081;" d="M600 1177q117 0 224 -45.5t184.5 -123t123 -184.5t45.5 -224t-45.5 -224t-123 -184.5t-184.5 -123t-224 -45.5t-224 45.5t-184.5 123t-123 184.5t-45.5 224t45.5 224t123 184.5t184.5 123t224 45.5zM650 900h-100q-21 0 -35.5 -14.5t-14.5 -35.5v-150h-150 q-21 0 -35.5 -14.5t-14.5 -35.5v-100q0 -21 14.5 -35.5t35.5 -14.5h150v-150q0 -21 14.5 -35.5t35.5 -14.5h100q21 0 35.5 14.5t14.5 35.5v150h150q21 0 35.5 14.5t14.5 35.5v100q0 21 -14.5 35.5t-35.5 14.5h-150v150q0 21 -14.5 35.5t-35.5 14.5z" />
<glyph unicode="&#xe082;" d="M600 1177q117 0 224 -45.5t184.5 -123t123 -184.5t45.5 -224t-45.5 -224t-123 -184.5t-184.5 -123t-224 -45.5t-224 45.5t-184.5 123t-123 184.5t-45.5 224t45.5 224t123 184.5t184.5 123t224 45.5zM850 700h-500q-21 0 -35.5 -14.5t-14.5 -35.5v-100q0 -21 14.5 -35.5 t35.5 -14.5h500q21 0 35.5 14.5t14.5 35.5v100q0 21 -14.5 35.5t-35.5 14.5z" />
<glyph unicode="&#xe083;" d="M600 1177q117 0 224 -45.5t184.5 -123t123 -184.5t45.5 -224t-45.5 -224t-123 -184.5t-184.5 -123t-224 -45.5t-224 45.5t-184.5 123t-123 184.5t-45.5 224t45.5 224t123 184.5t184.5 123t224 45.5zM741.5 913q-12.5 0 -21.5 -9l-120 -120l-120 120q-9 9 -21.5 9 t-21.5 -9l-141 -141q-9 -9 -9 -21.5t9 -21.5l120 -120l-120 -120q-9 -9 -9 -21.5t9 -21.5l141 -141q9 -9 21.5 -9t21.5 9l120 120l120 -120q9 -9 21.5 -9t21.5 9l141 141q9 9 9 21.5t-9 21.5l-120 120l120 120q9 9 9 21.5t-9 21.5l-141 141q-9 9 -21.5 9z" />
<glyph unicode="&#xe084;" d="M600 1177q117 0 224 -45.5t184.5 -123t123 -184.5t45.5 -224t-45.5 -224t-123 -184.5t-184.5 -123t-224 -45.5t-224 45.5t-184.5 123t-123 184.5t-45.5 224t45.5 224t123 184.5t184.5 123t224 45.5zM546 623l-84 85q-7 7 -17.5 7t-18.5 -7l-139 -139q-7 -8 -7 -18t7 -18 l242 -241q7 -8 17.5 -8t17.5 8l375 375q7 7 7 17.5t-7 18.5l-139 139q-7 7 -17.5 7t-17.5 -7z" />
<glyph unicode="&#xe085;" d="M600 1177q117 0 224 -45.5t184.5 -123t123 -184.5t45.5 -224t-45.5 -224t-123 -184.5t-184.5 -123t-224 -45.5t-224 45.5t-184.5 123t-123 184.5t-45.5 224t45.5 224t123 184.5t184.5 123t224 45.5zM588 941q-29 0 -59 -5.5t-63 -20.5t-58 -38.5t-41.5 -63t-16.5 -89.5 q0 -25 20 -25h131q30 -5 35 11q6 20 20.5 28t45.5 8q20 0 31.5 -10.5t11.5 -28.5q0 -23 -7 -34t-26 -18q-1 0 -13.5 -4t-19.5 -7.5t-20 -10.5t-22 -17t-18.5 -24t-15.5 -35t-8 -46q-1 -8 5.5 -16.5t20.5 -8.5h173q7 0 22 8t35 28t37.5 48t29.5 74t12 100q0 47 -17 83 t-42.5 57t-59.5 34.5t-64 18t-59 4.5zM675 400h-150q-10 0 -17.5 -7.5t-7.5 -17.5v-150q0 -10 7.5 -17.5t17.5 -7.5h150q10 0 17.5 7.5t7.5 17.5v150q0 10 -7.5 17.5t-17.5 7.5z" />
<glyph unicode="&#xe086;" d="M600 1177q117 0 224 -45.5t184.5 -123t123 -184.5t45.5 -224t-45.5 -224t-123 -184.5t-184.5 -123t-224 -45.5t-224 45.5t-184.5 123t-123 184.5t-45.5 224t45.5 224t123 184.5t184.5 123t224 45.5zM675 1000h-150q-10 0 -17.5 -7.5t-7.5 -17.5v-150q0 -10 7.5 -17.5 t17.5 -7.5h150q10 0 17.5 7.5t7.5 17.5v150q0 10 -7.5 17.5t-17.5 7.5zM675 700h-250q-10 0 -17.5 -7.5t-7.5 -17.5v-50q0 -10 7.5 -17.5t17.5 -7.5h75v-200h-75q-10 0 -17.5 -7.5t-7.5 -17.5v-50q0 -10 7.5 -17.5t17.5 -7.5h350q10 0 17.5 7.5t7.5 17.5v50q0 10 -7.5 17.5 t-17.5 7.5h-75v275q0 10 -7.5 17.5t-17.5 7.5z" />
<glyph unicode="&#xe087;" d="M525 1200h150q10 0 17.5 -7.5t7.5 -17.5v-194q103 -27 178.5 -102.5t102.5 -178.5h194q10 0 17.5 -7.5t7.5 -17.5v-150q0 -10 -7.5 -17.5t-17.5 -7.5h-194q-27 -103 -102.5 -178.5t-178.5 -102.5v-194q0 -10 -7.5 -17.5t-17.5 -7.5h-150q-10 0 -17.5 7.5t-7.5 17.5v194 q-103 27 -178.5 102.5t-102.5 178.5h-194q-10 0 -17.5 7.5t-7.5 17.5v150q0 10 7.5 17.5t17.5 7.5h194q27 103 102.5 178.5t178.5 102.5v194q0 10 7.5 17.5t17.5 7.5zM700 893v-168q0 -10 -7.5 -17.5t-17.5 -7.5h-150q-10 0 -17.5 7.5t-7.5 17.5v168q-68 -23 -119 -74 t-74 -119h168q10 0 17.5 -7.5t7.5 -17.5v-150q0 -10 -7.5 -17.5t-17.5 -7.5h-168q23 -68 74 -119t119 -74v168q0 10 7.5 17.5t17.5 7.5h150q10 0 17.5 -7.5t7.5 -17.5v-168q68 23 119 74t74 119h-168q-10 0 -17.5 7.5t-7.5 17.5v150q0 10 7.5 17.5t17.5 7.5h168 q-23 68 -74 119t-119 74z" />
<glyph unicode="&#xe088;" d="M600 1177q117 0 224 -45.5t184.5 -123t123 -184.5t45.5 -224t-45.5 -224t-123 -184.5t-184.5 -123t-224 -45.5t-224 45.5t-184.5 123t-123 184.5t-45.5 224t45.5 224t123 184.5t184.5 123t224 45.5zM600 1027q-116 0 -214.5 -57t-155.5 -155.5t-57 -214.5t57 -214.5 t155.5 -155.5t214.5 -57t214.5 57t155.5 155.5t57 214.5t-57 214.5t-155.5 155.5t-214.5 57zM759 823l64 -64q7 -7 7 -17.5t-7 -17.5l-124 -124l124 -124q7 -7 7 -17.5t-7 -17.5l-64 -64q-7 -7 -17.5 -7t-17.5 7l-124 124l-124 -124q-7 -7 -17.5 -7t-17.5 7l-64 64 q-7 7 -7 17.5t7 17.5l124 124l-124 124q-7 7 -7 17.5t7 17.5l64 64q7 7 17.5 7t17.5 -7l124 -124l124 124q7 7 17.5 7t17.5 -7z" />
<glyph unicode="&#xe089;" d="M600 1177q117 0 224 -45.5t184.5 -123t123 -184.5t45.5 -224t-45.5 -224t-123 -184.5t-184.5 -123t-224 -45.5t-224 45.5t-184.5 123t-123 184.5t-45.5 224t45.5 224t123 184.5t184.5 123t224 45.5zM600 1027q-116 0 -214.5 -57t-155.5 -155.5t-57 -214.5t57 -214.5 t155.5 -155.5t214.5 -57t214.5 57t155.5 155.5t57 214.5t-57 214.5t-155.5 155.5t-214.5 57zM782 788l106 -106q7 -7 7 -17.5t-7 -17.5l-320 -321q-8 -7 -18 -7t-18 7l-202 203q-8 7 -8 17.5t8 17.5l106 106q7 8 17.5 8t17.5 -8l79 -79l197 197q7 7 17.5 7t17.5 -7z" />
<glyph unicode="&#xe090;" d="M600 1177q117 0 224 -45.5t184.5 -123t123 -184.5t45.5 -224t-45.5 -224t-123 -184.5t-184.5 -123t-224 -45.5t-224 45.5t-184.5 123t-123 184.5t-45.5 224t45.5 224t123 184.5t184.5 123t224 45.5zM600 1027q-116 0 -214.5 -57t-155.5 -155.5t-57 -214.5q0 -120 65 -225 l587 587q-105 65 -225 65zM965 819l-584 -584q104 -62 219 -62q116 0 214.5 57t155.5 155.5t57 214.5q0 115 -62 219z" />
<glyph unicode="&#xe091;" d="M39 582l522 427q16 13 27.5 8t11.5 -26v-291h550q21 0 35.5 -14.5t14.5 -35.5v-200q0 -21 -14.5 -35.5t-35.5 -14.5h-550v-291q0 -21 -11.5 -26t-27.5 8l-522 427q-16 13 -16 32t16 32z" />
<glyph unicode="&#xe092;" d="M639 1009l522 -427q16 -13 16 -32t-16 -32l-522 -427q-16 -13 -27.5 -8t-11.5 26v291h-550q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5t35.5 14.5h550v291q0 21 11.5 26t27.5 -8z" />
<glyph unicode="&#xe093;" d="M682 1161l427 -522q13 -16 8 -27.5t-26 -11.5h-291v-550q0 -21 -14.5 -35.5t-35.5 -14.5h-200q-21 0 -35.5 14.5t-14.5 35.5v550h-291q-21 0 -26 11.5t8 27.5l427 522q13 16 32 16t32 -16z" />
<glyph unicode="&#xe094;" d="M550 1200h200q21 0 35.5 -14.5t14.5 -35.5v-550h291q21 0 26 -11.5t-8 -27.5l-427 -522q-13 -16 -32 -16t-32 16l-427 522q-13 16 -8 27.5t26 11.5h291v550q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe095;" d="M639 1109l522 -427q16 -13 16 -32t-16 -32l-522 -427q-16 -13 -27.5 -8t-11.5 26v291q-94 -2 -182 -20t-170.5 -52t-147 -92.5t-100.5 -135.5q5 105 27 193.5t67.5 167t113 135t167 91.5t225.5 42v262q0 21 11.5 26t27.5 -8z" />
<glyph unicode="&#xe096;" d="M850 1200h300q21 0 35.5 -14.5t14.5 -35.5v-300q0 -21 -10.5 -25t-24.5 10l-94 94l-249 -249q-8 -7 -18 -7t-18 7l-106 106q-7 8 -7 18t7 18l249 249l-94 94q-14 14 -10 24.5t25 10.5zM350 0h-300q-21 0 -35.5 14.5t-14.5 35.5v300q0 21 10.5 25t24.5 -10l94 -94l249 249 q8 7 18 7t18 -7l106 -106q7 -8 7 -18t-7 -18l-249 -249l94 -94q14 -14 10 -24.5t-25 -10.5z" />
<glyph unicode="&#xe097;" d="M1014 1120l106 -106q7 -8 7 -18t-7 -18l-249 -249l94 -94q14 -14 10 -24.5t-25 -10.5h-300q-21 0 -35.5 14.5t-14.5 35.5v300q0 21 10.5 25t24.5 -10l94 -94l249 249q8 7 18 7t18 -7zM250 600h300q21 0 35.5 -14.5t14.5 -35.5v-300q0 -21 -10.5 -25t-24.5 10l-94 94 l-249 -249q-8 -7 -18 -7t-18 7l-106 106q-7 8 -7 18t7 18l249 249l-94 94q-14 14 -10 24.5t25 10.5z" />
<glyph unicode="&#xe101;" d="M600 1177q117 0 224 -45.5t184.5 -123t123 -184.5t45.5 -224t-45.5 -224t-123 -184.5t-184.5 -123t-224 -45.5t-224 45.5t-184.5 123t-123 184.5t-45.5 224t45.5 224t123 184.5t184.5 123t224 45.5zM704 900h-208q-20 0 -32 -14.5t-8 -34.5l58 -302q4 -20 21.5 -34.5 t37.5 -14.5h54q20 0 37.5 14.5t21.5 34.5l58 302q4 20 -8 34.5t-32 14.5zM675 400h-150q-10 0 -17.5 -7.5t-7.5 -17.5v-150q0 -10 7.5 -17.5t17.5 -7.5h150q10 0 17.5 7.5t7.5 17.5v150q0 10 -7.5 17.5t-17.5 7.5z" />
<glyph unicode="&#xe102;" d="M260 1200q9 0 19 -2t15 -4l5 -2q22 -10 44 -23l196 -118q21 -13 36 -24q29 -21 37 -12q11 13 49 35l196 118q22 13 45 23q17 7 38 7q23 0 47 -16.5t37 -33.5l13 -16q14 -21 18 -45l25 -123l8 -44q1 -9 8.5 -14.5t17.5 -5.5h61q10 0 17.5 -7.5t7.5 -17.5v-50 q0 -10 -7.5 -17.5t-17.5 -7.5h-50q-10 0 -17.5 -7.5t-7.5 -17.5v-175h-400v300h-200v-300h-400v175q0 10 -7.5 17.5t-17.5 7.5h-50q-10 0 -17.5 7.5t-7.5 17.5v50q0 10 7.5 17.5t17.5 7.5h61q11 0 18 3t7 8q0 4 9 52l25 128q5 25 19 45q2 3 5 7t13.5 15t21.5 19.5t26.5 15.5 t29.5 7zM915 1079l-166 -162q-7 -7 -5 -12t12 -5h219q10 0 15 7t2 17l-51 149q-3 10 -11 12t-15 -6zM463 917l-177 157q-8 7 -16 5t-11 -12l-51 -143q-3 -10 2 -17t15 -7h231q11 0 12.5 5t-5.5 12zM500 0h-375q-10 0 -17.5 7.5t-7.5 17.5v375h400v-400zM1100 400v-375 q0 -10 -7.5 -17.5t-17.5 -7.5h-375v400h400z" />
<glyph unicode="&#xe103;" d="M1165 1190q8 3 21 -6.5t13 -17.5q-2 -178 -24.5 -323.5t-55.5 -245.5t-87 -174.5t-102.5 -118.5t-118 -68.5t-118.5 -33t-120 -4.5t-105 9.5t-90 16.5q-61 12 -78 11q-4 1 -12.5 0t-34 -14.5t-52.5 -40.5l-153 -153q-26 -24 -37 -14.5t-11 43.5q0 64 42 102q8 8 50.5 45 t66.5 58q19 17 35 47t13 61q-9 55 -10 102.5t7 111t37 130t78 129.5q39 51 80 88t89.5 63.5t94.5 45t113.5 36t129 31t157.5 37t182 47.5zM1116 1098q-8 9 -22.5 -3t-45.5 -50q-38 -47 -119 -103.5t-142 -89.5l-62 -33q-56 -30 -102 -57t-104 -68t-102.5 -80.5t-85.5 -91 t-64 -104.5q-24 -56 -31 -86t2 -32t31.5 17.5t55.5 59.5q25 30 94 75.5t125.5 77.5t147.5 81q70 37 118.5 69t102 79.5t99 111t86.5 148.5q22 50 24 60t-6 19z" />
<glyph unicode="&#xe104;" d="M653 1231q-39 -67 -54.5 -131t-10.5 -114.5t24.5 -96.5t47.5 -80t63.5 -62.5t68.5 -46.5t65 -30q-4 7 -17.5 35t-18.5 39.5t-17 39.5t-17 43t-13 42t-9.5 44.5t-2 42t4 43t13.5 39t23 38.5q96 -42 165 -107.5t105 -138t52 -156t13 -159t-19 -149.5q-13 -55 -44 -106.5 t-68 -87t-78.5 -64.5t-72.5 -45t-53 -22q-72 -22 -127 -11q-31 6 -13 19q6 3 17 7q13 5 32.5 21t41 44t38.5 63.5t21.5 81.5t-6.5 94.5t-50 107t-104 115.5q10 -104 -0.5 -189t-37 -140.5t-65 -93t-84 -52t-93.5 -11t-95 24.5q-80 36 -131.5 114t-53.5 171q-2 23 0 49.5 t4.5 52.5t13.5 56t27.5 60t46 64.5t69.5 68.5q-8 -53 -5 -102.5t17.5 -90t34 -68.5t44.5 -39t49 -2q31 13 38.5 36t-4.5 55t-29 64.5t-36 75t-26 75.5q-15 85 2 161.5t53.5 128.5t85.5 92.5t93.5 61t81.5 25.5z" />
<glyph unicode="&#xe105;" d="M600 1094q82 0 160.5 -22.5t140 -59t116.5 -82.5t94.5 -95t68 -95t42.5 -82.5t14 -57.5t-14 -57.5t-43 -82.5t-68.5 -95t-94.5 -95t-116.5 -82.5t-140 -59t-159.5 -22.5t-159.5 22.5t-140 59t-116.5 82.5t-94.5 95t-68.5 95t-43 82.5t-14 57.5t14 57.5t42.5 82.5t68 95 t94.5 95t116.5 82.5t140 59t160.5 22.5zM888 829q-15 15 -18 12t5 -22q25 -57 25 -119q0 -124 -88 -212t-212 -88t-212 88t-88 212q0 59 23 114q8 19 4.5 22t-17.5 -12q-70 -69 -160 -184q-13 -16 -15 -40.5t9 -42.5q22 -36 47 -71t70 -82t92.5 -81t113 -58.5t133.5 -24.5 t133.5 24t113 58.5t92.5 81.5t70 81.5t47 70.5q11 18 9 42.5t-14 41.5q-90 117 -163 189zM448 727l-35 -36q-15 -15 -19.5 -38.5t4.5 -41.5q37 -68 93 -116q16 -13 38.5 -11t36.5 17l35 34q14 15 12.5 33.5t-16.5 33.5q-44 44 -89 117q-11 18 -28 20t-32 -12z" />
<glyph unicode="&#xe106;" d="M592 0h-148l31 120q-91 20 -175.5 68.5t-143.5 106.5t-103.5 119t-66.5 110t-22 76q0 21 14 57.5t42.5 82.5t68 95t94.5 95t116.5 82.5t140 59t160.5 22.5q61 0 126 -15l32 121h148zM944 770l47 181q108 -85 176.5 -192t68.5 -159q0 -26 -19.5 -71t-59.5 -102t-93 -112 t-129 -104.5t-158 -75.5l46 173q77 49 136 117t97 131q11 18 9 42.5t-14 41.5q-54 70 -107 130zM310 824q-70 -69 -160 -184q-13 -16 -15 -40.5t9 -42.5q18 -30 39 -60t57 -70.5t74 -73t90 -61t105 -41.5l41 154q-107 18 -178.5 101.5t-71.5 193.5q0 59 23 114q8 19 4.5 22 t-17.5 -12zM448 727l-35 -36q-15 -15 -19.5 -38.5t4.5 -41.5q37 -68 93 -116q16 -13 38.5 -11t36.5 17l12 11l22 86l-3 4q-44 44 -89 117q-11 18 -28 20t-32 -12z" />
<glyph unicode="&#xe107;" d="M-90 100l642 1066q20 31 48 28.5t48 -35.5l642 -1056q21 -32 7.5 -67.5t-50.5 -35.5h-1294q-37 0 -50.5 34t7.5 66zM155 200h345v75q0 10 7.5 17.5t17.5 7.5h150q10 0 17.5 -7.5t7.5 -17.5v-75h345l-445 723zM496 700h208q20 0 32 -14.5t8 -34.5l-58 -252 q-4 -20 -21.5 -34.5t-37.5 -14.5h-54q-20 0 -37.5 14.5t-21.5 34.5l-58 252q-4 20 8 34.5t32 14.5z" />
<glyph unicode="&#xe108;" d="M650 1200q62 0 106 -44t44 -106v-339l363 -325q15 -14 26 -38.5t11 -44.5v-41q0 -20 -12 -26.5t-29 5.5l-359 249v-263q100 -93 100 -113v-64q0 -21 -13 -29t-32 1l-205 128l-205 -128q-19 -9 -32 -1t-13 29v64q0 20 100 113v263l-359 -249q-17 -12 -29 -5.5t-12 26.5v41 q0 20 11 44.5t26 38.5l363 325v339q0 62 44 106t106 44z" />
<glyph unicode="&#xe109;" d="M850 1200h100q21 0 35.5 -14.5t14.5 -35.5v-50h50q21 0 35.5 -14.5t14.5 -35.5v-150h-1100v150q0 21 14.5 35.5t35.5 14.5h50v50q0 21 14.5 35.5t35.5 14.5h100q21 0 35.5 -14.5t14.5 -35.5v-50h500v50q0 21 14.5 35.5t35.5 14.5zM1100 800v-750q0 -21 -14.5 -35.5 t-35.5 -14.5h-1000q-21 0 -35.5 14.5t-14.5 35.5v750h1100zM100 600v-100h100v100h-100zM300 600v-100h100v100h-100zM500 600v-100h100v100h-100zM700 600v-100h100v100h-100zM900 600v-100h100v100h-100zM100 400v-100h100v100h-100zM300 400v-100h100v100h-100zM500 400 v-100h100v100h-100zM700 400v-100h100v100h-100zM900 400v-100h100v100h-100zM100 200v-100h100v100h-100zM300 200v-100h100v100h-100zM500 200v-100h100v100h-100zM700 200v-100h100v100h-100zM900 200v-100h100v100h-100z" />
<glyph unicode="&#xe110;" d="M1135 1165l249 -230q15 -14 15 -35t-15 -35l-249 -230q-14 -14 -24.5 -10t-10.5 25v150h-159l-600 -600h-291q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5h209l600 600h241v150q0 21 10.5 25t24.5 -10zM522 819l-141 -141l-122 122h-209q-21 0 -35.5 14.5 t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5h291zM1135 565l249 -230q15 -14 15 -35t-15 -35l-249 -230q-14 -14 -24.5 -10t-10.5 25v150h-241l-181 181l141 141l122 -122h159v150q0 21 10.5 25t24.5 -10z" />
<glyph unicode="&#xe111;" d="M100 1100h1000q41 0 70.5 -29.5t29.5 -70.5v-600q0 -41 -29.5 -70.5t-70.5 -29.5h-596l-304 -300v300h-100q-41 0 -70.5 29.5t-29.5 70.5v600q0 41 29.5 70.5t70.5 29.5z" />
<glyph unicode="&#xe112;" d="M150 1200h200q21 0 35.5 -14.5t14.5 -35.5v-250h-300v250q0 21 14.5 35.5t35.5 14.5zM850 1200h200q21 0 35.5 -14.5t14.5 -35.5v-250h-300v250q0 21 14.5 35.5t35.5 14.5zM1100 800v-300q0 -41 -3 -77.5t-15 -89.5t-32 -96t-58 -89t-89 -77t-129 -51t-174 -20t-174 20 t-129 51t-89 77t-58 89t-32 96t-15 89.5t-3 77.5v300h300v-250v-27v-42.5t1.5 -41t5 -38t10 -35t16.5 -30t25.5 -24.5t35 -19t46.5 -12t60 -4t60 4.5t46.5 12.5t35 19.5t25 25.5t17 30.5t10 35t5 38t2 40.5t-0.5 42v25v250h300z" />
<glyph unicode="&#xe113;" d="M1100 411l-198 -199l-353 353l-353 -353l-197 199l551 551z" />
<glyph unicode="&#xe114;" d="M1101 789l-550 -551l-551 551l198 199l353 -353l353 353z" />
<glyph unicode="&#xe115;" d="M404 1000h746q21 0 35.5 -14.5t14.5 -35.5v-551h150q21 0 25 -10.5t-10 -24.5l-230 -249q-14 -15 -35 -15t-35 15l-230 249q-14 14 -10 24.5t25 10.5h150v401h-381zM135 984l230 -249q14 -14 10 -24.5t-25 -10.5h-150v-400h385l215 -200h-750q-21 0 -35.5 14.5 t-14.5 35.5v550h-150q-21 0 -25 10.5t10 24.5l230 249q14 15 35 15t35 -15z" />
<glyph unicode="&#xe116;" d="M56 1200h94q17 0 31 -11t18 -27l38 -162h896q24 0 39 -18.5t10 -42.5l-100 -475q-5 -21 -27 -42.5t-55 -21.5h-633l48 -200h535q21 0 35.5 -14.5t14.5 -35.5t-14.5 -35.5t-35.5 -14.5h-50v-50q0 -21 -14.5 -35.5t-35.5 -14.5t-35.5 14.5t-14.5 35.5v50h-300v-50 q0 -21 -14.5 -35.5t-35.5 -14.5t-35.5 14.5t-14.5 35.5v50h-31q-18 0 -32.5 10t-20.5 19l-5 10l-201 961h-54q-20 0 -35 14.5t-15 35.5t15 35.5t35 14.5z" />
<glyph unicode="&#xe117;" d="M1200 1000v-100h-1200v100h200q0 41 29.5 70.5t70.5 29.5h300q41 0 70.5 -29.5t29.5 -70.5h500zM0 800h1200v-800h-1200v800z" />
<glyph unicode="&#xe118;" d="M200 800l-200 -400v600h200q0 41 29.5 70.5t70.5 29.5h300q42 0 71 -29.5t29 -70.5h500v-200h-1000zM1500 700l-300 -700h-1200l300 700h1200z" />
<glyph unicode="&#xe119;" d="M635 1184l230 -249q14 -14 10 -24.5t-25 -10.5h-150v-601h150q21 0 25 -10.5t-10 -24.5l-230 -249q-14 -15 -35 -15t-35 15l-230 249q-14 14 -10 24.5t25 10.5h150v601h-150q-21 0 -25 10.5t10 24.5l230 249q14 15 35 15t35 -15z" />
<glyph unicode="&#xe120;" d="M936 864l249 -229q14 -15 14 -35.5t-14 -35.5l-249 -229q-15 -15 -25.5 -10.5t-10.5 24.5v151h-600v-151q0 -20 -10.5 -24.5t-25.5 10.5l-249 229q-14 15 -14 35.5t14 35.5l249 229q15 15 25.5 10.5t10.5 -25.5v-149h600v149q0 21 10.5 25.5t25.5 -10.5z" />
<glyph unicode="&#xe121;" d="M1169 400l-172 732q-5 23 -23 45.5t-38 22.5h-672q-20 0 -38 -20t-23 -41l-172 -739h1138zM1100 300h-1000q-41 0 -70.5 -29.5t-29.5 -70.5v-100q0 -41 29.5 -70.5t70.5 -29.5h1000q41 0 70.5 29.5t29.5 70.5v100q0 41 -29.5 70.5t-70.5 29.5zM800 100v100h100v-100h-100 zM1000 100v100h100v-100h-100z" />
<glyph unicode="&#xe122;" d="M1150 1100q21 0 35.5 -14.5t14.5 -35.5v-850q0 -21 -14.5 -35.5t-35.5 -14.5t-35.5 14.5t-14.5 35.5v850q0 21 14.5 35.5t35.5 14.5zM1000 200l-675 200h-38l47 -276q3 -16 -5.5 -20t-29.5 -4h-7h-84q-20 0 -34.5 14t-18.5 35q-55 337 -55 351v250v6q0 16 1 23.5t6.5 14 t17.5 6.5h200l675 250v-850zM0 750v-250q-4 0 -11 0.5t-24 6t-30 15t-24 30t-11 48.5v50q0 26 10.5 46t25 30t29 16t25.5 7z" />
<glyph unicode="&#xe123;" d="M553 1200h94q20 0 29 -10.5t3 -29.5l-18 -37q83 -19 144 -82.5t76 -140.5l63 -327l118 -173h17q19 0 33 -14.5t14 -35t-13 -40.5t-31 -27q-8 -4 -23 -9.5t-65 -19.5t-103 -25t-132.5 -20t-158.5 -9q-57 0 -115 5t-104 12t-88.5 15.5t-73.5 17.5t-54.5 16t-35.5 12l-11 4 q-18 8 -31 28t-13 40.5t14 35t33 14.5h17l118 173l63 327q15 77 76 140t144 83l-18 32q-6 19 3.5 32t28.5 13zM498 110q50 -6 102 -6q53 0 102 6q-12 -49 -39.5 -79.5t-62.5 -30.5t-63 30.5t-39 79.5z" />
<glyph unicode="&#xe124;" d="M800 946l224 78l-78 -224l234 -45l-180 -155l180 -155l-234 -45l78 -224l-224 78l-45 -234l-155 180l-155 -180l-45 234l-224 -78l78 224l-234 45l180 155l-180 155l234 45l-78 224l224 -78l45 234l155 -180l155 180z" />
<glyph unicode="&#xe125;" d="M650 1200h50q40 0 70 -40.5t30 -84.5v-150l-28 -125h328q40 0 70 -40.5t30 -84.5v-100q0 -45 -29 -74l-238 -344q-16 -24 -38 -40.5t-45 -16.5h-250q-7 0 -42 25t-66 50l-31 25h-61q-45 0 -72.5 18t-27.5 57v400q0 36 20 63l145 196l96 198q13 28 37.5 48t51.5 20z M650 1100l-100 -212l-150 -213v-375h100l136 -100h214l250 375v125h-450l50 225v175h-50zM50 800h100q21 0 35.5 -14.5t14.5 -35.5v-500q0 -21 -14.5 -35.5t-35.5 -14.5h-100q-21 0 -35.5 14.5t-14.5 35.5v500q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe126;" d="M600 1100h250q23 0 45 -16.5t38 -40.5l238 -344q29 -29 29 -74v-100q0 -44 -30 -84.5t-70 -40.5h-328q28 -118 28 -125v-150q0 -44 -30 -84.5t-70 -40.5h-50q-27 0 -51.5 20t-37.5 48l-96 198l-145 196q-20 27 -20 63v400q0 39 27.5 57t72.5 18h61q124 100 139 100z M50 1000h100q21 0 35.5 -14.5t14.5 -35.5v-500q0 -21 -14.5 -35.5t-35.5 -14.5h-100q-21 0 -35.5 14.5t-14.5 35.5v500q0 21 14.5 35.5t35.5 14.5zM636 1000l-136 -100h-100v-375l150 -213l100 -212h50v175l-50 225h450v125l-250 375h-214z" />
<glyph unicode="&#xe127;" d="M356 873l363 230q31 16 53 -6l110 -112q13 -13 13.5 -32t-11.5 -34l-84 -121h302q84 0 138 -38t54 -110t-55 -111t-139 -39h-106l-131 -339q-6 -21 -19.5 -41t-28.5 -20h-342q-7 0 -90 81t-83 94v525q0 17 14 35.5t28 28.5zM400 792v-503l100 -89h293l131 339 q6 21 19.5 41t28.5 20h203q21 0 30.5 25t0.5 50t-31 25h-456h-7h-6h-5.5t-6 0.5t-5 1.5t-5 2t-4 2.5t-4 4t-2.5 4.5q-12 25 5 47l146 183l-86 83zM50 800h100q21 0 35.5 -14.5t14.5 -35.5v-500q0 -21 -14.5 -35.5t-35.5 -14.5h-100q-21 0 -35.5 14.5t-14.5 35.5v500 q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe128;" d="M475 1103l366 -230q2 -1 6 -3.5t14 -10.5t18 -16.5t14.5 -20t6.5 -22.5v-525q0 -13 -86 -94t-93 -81h-342q-15 0 -28.5 20t-19.5 41l-131 339h-106q-85 0 -139.5 39t-54.5 111t54 110t138 38h302l-85 121q-11 15 -10.5 34t13.5 32l110 112q22 22 53 6zM370 945l146 -183 q17 -22 5 -47q-2 -2 -3.5 -4.5t-4 -4t-4 -2.5t-5 -2t-5 -1.5t-6 -0.5h-6h-6.5h-6h-475v-100h221q15 0 29 -20t20 -41l130 -339h294l106 89v503l-342 236zM1050 800h100q21 0 35.5 -14.5t14.5 -35.5v-500q0 -21 -14.5 -35.5t-35.5 -14.5h-100q-21 0 -35.5 14.5t-14.5 35.5 v500q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe129;" d="M550 1294q72 0 111 -55t39 -139v-106l339 -131q21 -6 41 -19.5t20 -28.5v-342q0 -7 -81 -90t-94 -83h-525q-17 0 -35.5 14t-28.5 28l-9 14l-230 363q-16 31 6 53l112 110q13 13 32 13.5t34 -11.5l121 -84v302q0 84 38 138t110 54zM600 972v203q0 21 -25 30.5t-50 0.5 t-25 -31v-456v-7v-6v-5.5t-0.5 -6t-1.5 -5t-2 -5t-2.5 -4t-4 -4t-4.5 -2.5q-25 -12 -47 5l-183 146l-83 -86l236 -339h503l89 100v293l-339 131q-21 6 -41 19.5t-20 28.5zM450 200h500q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-500 q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe130;" d="M350 1100h500q21 0 35.5 14.5t14.5 35.5v100q0 21 -14.5 35.5t-35.5 14.5h-500q-21 0 -35.5 -14.5t-14.5 -35.5v-100q0 -21 14.5 -35.5t35.5 -14.5zM600 306v-106q0 -84 -39 -139t-111 -55t-110 54t-38 138v302l-121 -84q-15 -12 -34 -11.5t-32 13.5l-112 110 q-22 22 -6 53l230 363q1 2 3.5 6t10.5 13.5t16.5 17t20 13.5t22.5 6h525q13 0 94 -83t81 -90v-342q0 -15 -20 -28.5t-41 -19.5zM308 900l-236 -339l83 -86l183 146q22 17 47 5q2 -1 4.5 -2.5t4 -4t2.5 -4t2 -5t1.5 -5t0.5 -6v-5.5v-6v-7v-456q0 -22 25 -31t50 0.5t25 30.5 v203q0 15 20 28.5t41 19.5l339 131v293l-89 100h-503z" />
<glyph unicode="&#xe131;" d="M600 1178q118 0 225 -45.5t184.5 -123t123 -184.5t45.5 -225t-45.5 -225t-123 -184.5t-184.5 -123t-225 -45.5t-225 45.5t-184.5 123t-123 184.5t-45.5 225t45.5 225t123 184.5t184.5 123t225 45.5zM914 632l-275 223q-16 13 -27.5 8t-11.5 -26v-137h-275 q-10 0 -17.5 -7.5t-7.5 -17.5v-150q0 -10 7.5 -17.5t17.5 -7.5h275v-137q0 -21 11.5 -26t27.5 8l275 223q16 13 16 32t-16 32z" />
<glyph unicode="&#xe132;" d="M600 1178q118 0 225 -45.5t184.5 -123t123 -184.5t45.5 -225t-45.5 -225t-123 -184.5t-184.5 -123t-225 -45.5t-225 45.5t-184.5 123t-123 184.5t-45.5 225t45.5 225t123 184.5t184.5 123t225 45.5zM561 855l-275 -223q-16 -13 -16 -32t16 -32l275 -223q16 -13 27.5 -8 t11.5 26v137h275q10 0 17.5 7.5t7.5 17.5v150q0 10 -7.5 17.5t-17.5 7.5h-275v137q0 21 -11.5 26t-27.5 -8z" />
<glyph unicode="&#xe133;" d="M600 1178q118 0 225 -45.5t184.5 -123t123 -184.5t45.5 -225t-45.5 -225t-123 -184.5t-184.5 -123t-225 -45.5t-225 45.5t-184.5 123t-123 184.5t-45.5 225t45.5 225t123 184.5t184.5 123t225 45.5zM855 639l-223 275q-13 16 -32 16t-32 -16l-223 -275q-13 -16 -8 -27.5 t26 -11.5h137v-275q0 -10 7.5 -17.5t17.5 -7.5h150q10 0 17.5 7.5t7.5 17.5v275h137q21 0 26 11.5t-8 27.5z" />
<glyph unicode="&#xe134;" d="M600 1178q118 0 225 -45.5t184.5 -123t123 -184.5t45.5 -225t-45.5 -225t-123 -184.5t-184.5 -123t-225 -45.5t-225 45.5t-184.5 123t-123 184.5t-45.5 225t45.5 225t123 184.5t184.5 123t225 45.5zM675 900h-150q-10 0 -17.5 -7.5t-7.5 -17.5v-275h-137q-21 0 -26 -11.5 t8 -27.5l223 -275q13 -16 32 -16t32 16l223 275q13 16 8 27.5t-26 11.5h-137v275q0 10 -7.5 17.5t-17.5 7.5z" />
<glyph unicode="&#xe135;" d="M600 1176q116 0 222.5 -46t184 -123.5t123.5 -184t46 -222.5t-46 -222.5t-123.5 -184t-184 -123.5t-222.5 -46t-222.5 46t-184 123.5t-123.5 184t-46 222.5t46 222.5t123.5 184t184 123.5t222.5 46zM627 1101q-15 -12 -36.5 -20.5t-35.5 -12t-43 -8t-39 -6.5 q-15 -3 -45.5 0t-45.5 -2q-20 -7 -51.5 -26.5t-34.5 -34.5q-3 -11 6.5 -22.5t8.5 -18.5q-3 -34 -27.5 -91t-29.5 -79q-9 -34 5 -93t8 -87q0 -9 17 -44.5t16 -59.5q12 0 23 -5t23.5 -15t19.5 -14q16 -8 33 -15t40.5 -15t34.5 -12q21 -9 52.5 -32t60 -38t57.5 -11 q7 -15 -3 -34t-22.5 -40t-9.5 -38q13 -21 23 -34.5t27.5 -27.5t36.5 -18q0 -7 -3.5 -16t-3.5 -14t5 -17q104 -2 221 112q30 29 46.5 47t34.5 49t21 63q-13 8 -37 8.5t-36 7.5q-15 7 -49.5 15t-51.5 19q-18 0 -41 -0.5t-43 -1.5t-42 -6.5t-38 -16.5q-51 -35 -66 -12 q-4 1 -3.5 25.5t0.5 25.5q-6 13 -26.5 17.5t-24.5 6.5q1 15 -0.5 30.5t-7 28t-18.5 11.5t-31 -21q-23 -25 -42 4q-19 28 -8 58q6 16 22 22q6 -1 26 -1.5t33.5 -4t19.5 -13.5q7 -12 18 -24t21.5 -20.5t20 -15t15.5 -10.5l5 -3q2 12 7.5 30.5t8 34.5t-0.5 32q-3 18 3.5 29 t18 22.5t15.5 24.5q6 14 10.5 35t8 31t15.5 22.5t34 22.5q-6 18 10 36q8 0 24 -1.5t24.5 -1.5t20 4.5t20.5 15.5q-10 23 -31 42.5t-37.5 29.5t-49 27t-43.5 23q0 1 2 8t3 11.5t1.5 10.5t-1 9.5t-4.5 4.5q31 -13 58.5 -14.5t38.5 2.5l12 5q5 28 -9.5 46t-36.5 24t-50 15 t-41 20q-18 -4 -37 0zM613 994q0 -17 8 -42t17 -45t9 -23q-8 1 -39.5 5.5t-52.5 10t-37 16.5q3 11 16 29.5t16 25.5q10 -10 19 -10t14 6t13.5 14.5t16.5 12.5z" />
<glyph unicode="&#xe136;" d="M756 1157q164 92 306 -9l-259 -138l145 -232l251 126q6 -89 -34 -156.5t-117 -110.5q-60 -34 -127 -39.5t-126 16.5l-596 -596q-15 -16 -36.5 -16t-36.5 16l-111 110q-15 15 -15 36.5t15 37.5l600 599q-34 101 5.5 201.5t135.5 154.5z" />
<glyph unicode="&#xe137;" horiz-adv-x="1220" d="M100 1196h1000q41 0 70.5 -29.5t29.5 -70.5v-100q0 -41 -29.5 -70.5t-70.5 -29.5h-1000q-41 0 -70.5 29.5t-29.5 70.5v100q0 41 29.5 70.5t70.5 29.5zM1100 1096h-200v-100h200v100zM100 796h1000q41 0 70.5 -29.5t29.5 -70.5v-100q0 -41 -29.5 -70.5t-70.5 -29.5h-1000 q-41 0 -70.5 29.5t-29.5 70.5v100q0 41 29.5 70.5t70.5 29.5zM1100 696h-500v-100h500v100zM100 396h1000q41 0 70.5 -29.5t29.5 -70.5v-100q0 -41 -29.5 -70.5t-70.5 -29.5h-1000q-41 0 -70.5 29.5t-29.5 70.5v100q0 41 29.5 70.5t70.5 29.5zM1100 296h-300v-100h300v100z " />
<glyph unicode="&#xe138;" d="M150 1200h900q21 0 35.5 -14.5t14.5 -35.5t-14.5 -35.5t-35.5 -14.5h-900q-21 0 -35.5 14.5t-14.5 35.5t14.5 35.5t35.5 14.5zM700 500v-300l-200 -200v500l-350 500h900z" />
<glyph unicode="&#xe139;" d="M500 1200h200q41 0 70.5 -29.5t29.5 -70.5v-100h300q41 0 70.5 -29.5t29.5 -70.5v-400h-500v100h-200v-100h-500v400q0 41 29.5 70.5t70.5 29.5h300v100q0 41 29.5 70.5t70.5 29.5zM500 1100v-100h200v100h-200zM1200 400v-200q0 -41 -29.5 -70.5t-70.5 -29.5h-1000 q-41 0 -70.5 29.5t-29.5 70.5v200h1200z" />
<glyph unicode="&#xe140;" d="M50 1200h300q21 0 25 -10.5t-10 -24.5l-94 -94l199 -199q7 -8 7 -18t-7 -18l-106 -106q-8 -7 -18 -7t-18 7l-199 199l-94 -94q-14 -14 -24.5 -10t-10.5 25v300q0 21 14.5 35.5t35.5 14.5zM850 1200h300q21 0 35.5 -14.5t14.5 -35.5v-300q0 -21 -10.5 -25t-24.5 10l-94 94 l-199 -199q-8 -7 -18 -7t-18 7l-106 106q-7 8 -7 18t7 18l199 199l-94 94q-14 14 -10 24.5t25 10.5zM364 470l106 -106q7 -8 7 -18t-7 -18l-199 -199l94 -94q14 -14 10 -24.5t-25 -10.5h-300q-21 0 -35.5 14.5t-14.5 35.5v300q0 21 10.5 25t24.5 -10l94 -94l199 199 q8 7 18 7t18 -7zM1071 271l94 94q14 14 24.5 10t10.5 -25v-300q0 -21 -14.5 -35.5t-35.5 -14.5h-300q-21 0 -25 10.5t10 24.5l94 94l-199 199q-7 8 -7 18t7 18l106 106q8 7 18 7t18 -7z" />
<glyph unicode="&#xe141;" d="M596 1192q121 0 231.5 -47.5t190 -127t127 -190t47.5 -231.5t-47.5 -231.5t-127 -190.5t-190 -127t-231.5 -47t-231.5 47t-190.5 127t-127 190.5t-47 231.5t47 231.5t127 190t190.5 127t231.5 47.5zM596 1010q-112 0 -207.5 -55.5t-151 -151t-55.5 -207.5t55.5 -207.5 t151 -151t207.5 -55.5t207.5 55.5t151 151t55.5 207.5t-55.5 207.5t-151 151t-207.5 55.5zM454.5 905q22.5 0 38.5 -16t16 -38.5t-16 -39t-38.5 -16.5t-38.5 16.5t-16 39t16 38.5t38.5 16zM754.5 905q22.5 0 38.5 -16t16 -38.5t-16 -39t-38 -16.5q-14 0 -29 10l-55 -145 q17 -23 17 -51q0 -36 -25.5 -61.5t-61.5 -25.5t-61.5 25.5t-25.5 61.5q0 32 20.5 56.5t51.5 29.5l122 126l1 1q-9 14 -9 28q0 23 16 39t38.5 16zM345.5 709q22.5 0 38.5 -16t16 -38.5t-16 -38.5t-38.5 -16t-38.5 16t-16 38.5t16 38.5t38.5 16zM854.5 709q22.5 0 38.5 -16 t16 -38.5t-16 -38.5t-38.5 -16t-38.5 16t-16 38.5t16 38.5t38.5 16z" />
<glyph unicode="&#xe142;" d="M546 173l469 470q91 91 99 192q7 98 -52 175.5t-154 94.5q-22 4 -47 4q-34 0 -66.5 -10t-56.5 -23t-55.5 -38t-48 -41.5t-48.5 -47.5q-376 -375 -391 -390q-30 -27 -45 -41.5t-37.5 -41t-32 -46.5t-16 -47.5t-1.5 -56.5q9 -62 53.5 -95t99.5 -33q74 0 125 51l548 548 q36 36 20 75q-7 16 -21.5 26t-32.5 10q-26 0 -50 -23q-13 -12 -39 -38l-341 -338q-15 -15 -35.5 -15.5t-34.5 13.5t-14 34.5t14 34.5q327 333 361 367q35 35 67.5 51.5t78.5 16.5q14 0 29 -1q44 -8 74.5 -35.5t43.5 -68.5q14 -47 2 -96.5t-47 -84.5q-12 -11 -32 -32 t-79.5 -81t-114.5 -115t-124.5 -123.5t-123 -119.5t-96.5 -89t-57 -45q-56 -27 -120 -27q-70 0 -129 32t-93 89q-48 78 -35 173t81 163l511 511q71 72 111 96q91 55 198 55q80 0 152 -33q78 -36 129.5 -103t66.5 -154q17 -93 -11 -183.5t-94 -156.5l-482 -476 q-15 -15 -36 -16t-37 14t-17.5 34t14.5 35z" />
<glyph unicode="&#xe143;" d="M649 949q48 68 109.5 104t121.5 38.5t118.5 -20t102.5 -64t71 -100.5t27 -123q0 -57 -33.5 -117.5t-94 -124.5t-126.5 -127.5t-150 -152.5t-146 -174q-62 85 -145.5 174t-150 152.5t-126.5 127.5t-93.5 124.5t-33.5 117.5q0 64 28 123t73 100.5t104 64t119 20 t120.5 -38.5t104.5 -104zM896 972q-33 0 -64.5 -19t-56.5 -46t-47.5 -53.5t-43.5 -45.5t-37.5 -19t-36 19t-40 45.5t-43 53.5t-54 46t-65.5 19q-67 0 -122.5 -55.5t-55.5 -132.5q0 -23 13.5 -51t46 -65t57.5 -63t76 -75l22 -22q15 -14 44 -44t50.5 -51t46 -44t41 -35t23 -12 t23.5 12t42.5 36t46 44t52.5 52t44 43q4 4 12 13q43 41 63.5 62t52 55t46 55t26 46t11.5 44q0 79 -53 133.5t-120 54.5z" />
<glyph unicode="&#xe144;" d="M776.5 1214q93.5 0 159.5 -66l141 -141q66 -66 66 -160q0 -42 -28 -95.5t-62 -87.5l-29 -29q-31 53 -77 99l-18 18l95 95l-247 248l-389 -389l212 -212l-105 -106l-19 18l-141 141q-66 66 -66 159t66 159l283 283q65 66 158.5 66zM600 706l105 105q10 -8 19 -17l141 -141 q66 -66 66 -159t-66 -159l-283 -283q-66 -66 -159 -66t-159 66l-141 141q-66 66 -66 159.5t66 159.5l55 55q29 -55 75 -102l18 -17l-95 -95l247 -248l389 389z" />
<glyph unicode="&#xe145;" d="M603 1200q85 0 162 -15t127 -38t79 -48t29 -46v-953q0 -41 -29.5 -70.5t-70.5 -29.5h-600q-41 0 -70.5 29.5t-29.5 70.5v953q0 21 30 46.5t81 48t129 37.5t163 15zM300 1000v-700h600v700h-600zM600 254q-43 0 -73.5 -30.5t-30.5 -73.5t30.5 -73.5t73.5 -30.5t73.5 30.5 t30.5 73.5t-30.5 73.5t-73.5 30.5z" />
<glyph unicode="&#xe146;" d="M902 1185l283 -282q15 -15 15 -36t-14.5 -35.5t-35.5 -14.5t-35 15l-36 35l-279 -267v-300l-212 210l-308 -307l-280 -203l203 280l307 308l-210 212h300l267 279l-35 36q-15 14 -15 35t14.5 35.5t35.5 14.5t35 -15z" />
<glyph unicode="&#xe148;" d="M700 1248v-78q38 -5 72.5 -14.5t75.5 -31.5t71 -53.5t52 -84t24 -118.5h-159q-4 36 -10.5 59t-21 45t-40 35.5t-64.5 20.5v-307l64 -13q34 -7 64 -16.5t70 -32t67.5 -52.5t47.5 -80t20 -112q0 -139 -89 -224t-244 -97v-77h-100v79q-150 16 -237 103q-40 40 -52.5 93.5 t-15.5 139.5h139q5 -77 48.5 -126t117.5 -65v335l-27 8q-46 14 -79 26.5t-72 36t-63 52t-40 72.5t-16 98q0 70 25 126t67.5 92t94.5 57t110 27v77h100zM600 754v274q-29 -4 -50 -11t-42 -21.5t-31.5 -41.5t-10.5 -65q0 -29 7 -50.5t16.5 -34t28.5 -22.5t31.5 -14t37.5 -10 q9 -3 13 -4zM700 547v-310q22 2 42.5 6.5t45 15.5t41.5 27t29 42t12 59.5t-12.5 59.5t-38 44.5t-53 31t-66.5 24.5z" />
<glyph unicode="&#xe149;" d="M561 1197q84 0 160.5 -40t123.5 -109.5t47 -147.5h-153q0 40 -19.5 71.5t-49.5 48.5t-59.5 26t-55.5 9q-37 0 -79 -14.5t-62 -35.5q-41 -44 -41 -101q0 -26 13.5 -63t26.5 -61t37 -66q6 -9 9 -14h241v-100h-197q8 -50 -2.5 -115t-31.5 -95q-45 -62 -99 -112 q34 10 83 17.5t71 7.5q32 1 102 -16t104 -17q83 0 136 30l50 -147q-31 -19 -58 -30.5t-55 -15.5t-42 -4.5t-46 -0.5q-23 0 -76 17t-111 32.5t-96 11.5q-39 -3 -82 -16t-67 -25l-23 -11l-55 145q4 3 16 11t15.5 10.5t13 9t15.5 12t14.5 14t17.5 18.5q48 55 54 126.5 t-30 142.5h-221v100h166q-23 47 -44 104q-7 20 -12 41.5t-6 55.5t6 66.5t29.5 70.5t58.5 71q97 88 263 88z" />
<glyph unicode="&#xe150;" d="M400 300h150q21 0 25 -11t-10 -25l-230 -250q-14 -15 -35 -15t-35 15l-230 250q-14 14 -10 25t25 11h150v900h200v-900zM935 1184l230 -249q14 -14 10 -24.5t-25 -10.5h-150v-900h-200v900h-150q-21 0 -25 10.5t10 24.5l230 249q14 15 35 15t35 -15z" />
<glyph unicode="&#xe151;" d="M1000 700h-100v100h-100v-100h-100v500h300v-500zM400 300h150q21 0 25 -11t-10 -25l-230 -250q-14 -15 -35 -15t-35 15l-230 250q-14 14 -10 25t25 11h150v900h200v-900zM801 1100v-200h100v200h-100zM1000 350l-200 -250h200v-100h-300v150l200 250h-200v100h300v-150z " />
<glyph unicode="&#xe152;" d="M400 300h150q21 0 25 -11t-10 -25l-230 -250q-14 -15 -35 -15t-35 15l-230 250q-14 14 -10 25t25 11h150v900h200v-900zM1000 1050l-200 -250h200v-100h-300v150l200 250h-200v100h300v-150zM1000 0h-100v100h-100v-100h-100v500h300v-500zM801 400v-200h100v200h-100z " />
<glyph unicode="&#xe153;" d="M400 300h150q21 0 25 -11t-10 -25l-230 -250q-14 -15 -35 -15t-35 15l-230 250q-14 14 -10 25t25 11h150v900h200v-900zM1000 700h-100v400h-100v100h200v-500zM1100 0h-100v100h-200v400h300v-500zM901 400v-200h100v200h-100z" />
<glyph unicode="&#xe154;" d="M400 300h150q21 0 25 -11t-10 -25l-230 -250q-14 -15 -35 -15t-35 15l-230 250q-14 14 -10 25t25 11h150v900h200v-900zM1100 700h-100v100h-200v400h300v-500zM901 1100v-200h100v200h-100zM1000 0h-100v400h-100v100h200v-500z" />
<glyph unicode="&#xe155;" d="M400 300h150q21 0 25 -11t-10 -25l-230 -250q-14 -15 -35 -15t-35 15l-230 250q-14 14 -10 25t25 11h150v900h200v-900zM900 1000h-200v200h200v-200zM1000 700h-300v200h300v-200zM1100 400h-400v200h400v-200zM1200 100h-500v200h500v-200z" />
<glyph unicode="&#xe156;" d="M400 300h150q21 0 25 -11t-10 -25l-230 -250q-14 -15 -35 -15t-35 15l-230 250q-14 14 -10 25t25 11h150v900h200v-900zM1200 1000h-500v200h500v-200zM1100 700h-400v200h400v-200zM1000 400h-300v200h300v-200zM900 100h-200v200h200v-200z" />
<glyph unicode="&#xe157;" d="M350 1100h400q162 0 256 -93.5t94 -256.5v-400q0 -165 -93.5 -257.5t-256.5 -92.5h-400q-165 0 -257.5 92.5t-92.5 257.5v400q0 165 92.5 257.5t257.5 92.5zM800 900h-500q-41 0 -70.5 -29.5t-29.5 -70.5v-500q0 -41 29.5 -70.5t70.5 -29.5h500q41 0 70.5 29.5t29.5 70.5 v500q0 41 -29.5 70.5t-70.5 29.5z" />
<glyph unicode="&#xe158;" d="M350 1100h400q165 0 257.5 -92.5t92.5 -257.5v-400q0 -165 -92.5 -257.5t-257.5 -92.5h-400q-163 0 -256.5 92.5t-93.5 257.5v400q0 163 94 256.5t256 93.5zM800 900h-500q-41 0 -70.5 -29.5t-29.5 -70.5v-500q0 -41 29.5 -70.5t70.5 -29.5h500q41 0 70.5 29.5t29.5 70.5 v500q0 41 -29.5 70.5t-70.5 29.5zM440 770l253 -190q17 -12 17 -30t-17 -30l-253 -190q-16 -12 -28 -6.5t-12 26.5v400q0 21 12 26.5t28 -6.5z" />
<glyph unicode="&#xe159;" d="M350 1100h400q163 0 256.5 -94t93.5 -256v-400q0 -165 -92.5 -257.5t-257.5 -92.5h-400q-165 0 -257.5 92.5t-92.5 257.5v400q0 163 92.5 256.5t257.5 93.5zM800 900h-500q-41 0 -70.5 -29.5t-29.5 -70.5v-500q0 -41 29.5 -70.5t70.5 -29.5h500q41 0 70.5 29.5t29.5 70.5 v500q0 41 -29.5 70.5t-70.5 29.5zM350 700h400q21 0 26.5 -12t-6.5 -28l-190 -253q-12 -17 -30 -17t-30 17l-190 253q-12 16 -6.5 28t26.5 12z" />
<glyph unicode="&#xe160;" d="M350 1100h400q165 0 257.5 -92.5t92.5 -257.5v-400q0 -163 -92.5 -256.5t-257.5 -93.5h-400q-163 0 -256.5 94t-93.5 256v400q0 165 92.5 257.5t257.5 92.5zM800 900h-500q-41 0 -70.5 -29.5t-29.5 -70.5v-500q0 -41 29.5 -70.5t70.5 -29.5h500q41 0 70.5 29.5t29.5 70.5 v500q0 41 -29.5 70.5t-70.5 29.5zM580 693l190 -253q12 -16 6.5 -28t-26.5 -12h-400q-21 0 -26.5 12t6.5 28l190 253q12 17 30 17t30 -17z" />
<glyph unicode="&#xe161;" d="M550 1100h400q165 0 257.5 -92.5t92.5 -257.5v-400q0 -165 -92.5 -257.5t-257.5 -92.5h-400q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5h450q41 0 70.5 29.5t29.5 70.5v500q0 41 -29.5 70.5t-70.5 29.5h-450q-21 0 -35.5 14.5t-14.5 35.5v100 q0 21 14.5 35.5t35.5 14.5zM338 867l324 -284q16 -14 16 -33t-16 -33l-324 -284q-16 -14 -27 -9t-11 26v150h-250q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5t35.5 14.5h250v150q0 21 11 26t27 -9z" />
<glyph unicode="&#xe162;" d="M793 1182l9 -9q8 -10 5 -27q-3 -11 -79 -225.5t-78 -221.5l300 1q24 0 32.5 -17.5t-5.5 -35.5q-1 0 -133.5 -155t-267 -312.5t-138.5 -162.5q-12 -15 -26 -15h-9l-9 8q-9 11 -4 32q2 9 42 123.5t79 224.5l39 110h-302q-23 0 -31 19q-10 21 6 41q75 86 209.5 237.5 t228 257t98.5 111.5q9 16 25 16h9z" />
<glyph unicode="&#xe163;" d="M350 1100h400q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-450q-41 0 -70.5 -29.5t-29.5 -70.5v-500q0 -41 29.5 -70.5t70.5 -29.5h450q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-400q-165 0 -257.5 92.5t-92.5 257.5v400 q0 165 92.5 257.5t257.5 92.5zM938 867l324 -284q16 -14 16 -33t-16 -33l-324 -284q-16 -14 -27 -9t-11 26v150h-250q-21 0 -35.5 14.5t-14.5 35.5v200q0 21 14.5 35.5t35.5 14.5h250v150q0 21 11 26t27 -9z" />
<glyph unicode="&#xe164;" d="M750 1200h400q21 0 35.5 -14.5t14.5 -35.5v-400q0 -21 -10.5 -25t-24.5 10l-109 109l-312 -312q-15 -15 -35.5 -15t-35.5 15l-141 141q-15 15 -15 35.5t15 35.5l312 312l-109 109q-14 14 -10 24.5t25 10.5zM456 900h-156q-41 0 -70.5 -29.5t-29.5 -70.5v-500 q0 -41 29.5 -70.5t70.5 -29.5h500q41 0 70.5 29.5t29.5 70.5v148l200 200v-298q0 -165 -93.5 -257.5t-256.5 -92.5h-400q-165 0 -257.5 92.5t-92.5 257.5v400q0 165 92.5 257.5t257.5 92.5h300z" />
<glyph unicode="&#xe165;" d="M600 1186q119 0 227.5 -46.5t187 -125t125 -187t46.5 -227.5t-46.5 -227.5t-125 -187t-187 -125t-227.5 -46.5t-227.5 46.5t-187 125t-125 187t-46.5 227.5t46.5 227.5t125 187t187 125t227.5 46.5zM600 1022q-115 0 -212 -56.5t-153.5 -153.5t-56.5 -212t56.5 -212 t153.5 -153.5t212 -56.5t212 56.5t153.5 153.5t56.5 212t-56.5 212t-153.5 153.5t-212 56.5zM600 794q80 0 137 -57t57 -137t-57 -137t-137 -57t-137 57t-57 137t57 137t137 57z" />
<glyph unicode="&#xe166;" d="M450 1200h200q21 0 35.5 -14.5t14.5 -35.5v-350h245q20 0 25 -11t-9 -26l-383 -426q-14 -15 -33.5 -15t-32.5 15l-379 426q-13 15 -8.5 26t25.5 11h250v350q0 21 14.5 35.5t35.5 14.5zM50 300h1000q21 0 35.5 -14.5t14.5 -35.5v-250h-1100v250q0 21 14.5 35.5t35.5 14.5z M900 200v-50h100v50h-100z" />
<glyph unicode="&#xe167;" d="M583 1182l378 -435q14 -15 9 -31t-26 -16h-244v-250q0 -20 -17 -35t-39 -15h-200q-20 0 -32 14.5t-12 35.5v250h-250q-20 0 -25.5 16.5t8.5 31.5l383 431q14 16 33.5 17t33.5 -14zM50 300h1000q21 0 35.5 -14.5t14.5 -35.5v-250h-1100v250q0 21 14.5 35.5t35.5 14.5z M900 200v-50h100v50h-100z" />
<glyph unicode="&#xe168;" d="M396 723l369 369q7 7 17.5 7t17.5 -7l139 -139q7 -8 7 -18.5t-7 -17.5l-525 -525q-7 -8 -17.5 -8t-17.5 8l-292 291q-7 8 -7 18t7 18l139 139q8 7 18.5 7t17.5 -7zM50 300h1000q21 0 35.5 -14.5t14.5 -35.5v-250h-1100v250q0 21 14.5 35.5t35.5 14.5zM900 200v-50h100v50 h-100z" />
<glyph unicode="&#xe169;" d="M135 1023l142 142q14 14 35 14t35 -14l77 -77l-212 -212l-77 76q-14 15 -14 36t14 35zM655 855l210 210q14 14 24.5 10t10.5 -25l-2 -599q-1 -20 -15.5 -35t-35.5 -15l-597 -1q-21 0 -25 10.5t10 24.5l208 208l-154 155l212 212zM50 300h1000q21 0 35.5 -14.5t14.5 -35.5 v-250h-1100v250q0 21 14.5 35.5t35.5 14.5zM900 200v-50h100v50h-100z" />
<glyph unicode="&#xe170;" d="M350 1200l599 -2q20 -1 35 -15.5t15 -35.5l1 -597q0 -21 -10.5 -25t-24.5 10l-208 208l-155 -154l-212 212l155 154l-210 210q-14 14 -10 24.5t25 10.5zM524 512l-76 -77q-15 -14 -36 -14t-35 14l-142 142q-14 14 -14 35t14 35l77 77zM50 300h1000q21 0 35.5 -14.5 t14.5 -35.5v-250h-1100v250q0 21 14.5 35.5t35.5 14.5zM900 200v-50h100v50h-100z" />
<glyph unicode="&#xe171;" d="M1200 103l-483 276l-314 -399v423h-399l1196 796v-1096zM483 424v-230l683 953z" />
<glyph unicode="&#xe172;" d="M1100 1000v-850q0 -21 -14.5 -35.5t-35.5 -14.5h-150v400h-700v-400h-150q-21 0 -35.5 14.5t-14.5 35.5v1000q0 20 14.5 35t35.5 15h250v-300h500v300h100zM700 1000h-100v200h100v-200z" />
<glyph unicode="&#xe173;" d="M1100 1000l-2 -149l-299 -299l-95 95q-9 9 -21.5 9t-21.5 -9l-149 -147h-312v-400h-150q-21 0 -35.5 14.5t-14.5 35.5v1000q0 20 14.5 35t35.5 15h250v-300h500v300h100zM700 1000h-100v200h100v-200zM1132 638l106 -106q7 -7 7 -17.5t-7 -17.5l-420 -421q-8 -7 -18 -7 t-18 7l-202 203q-8 7 -8 17.5t8 17.5l106 106q7 8 17.5 8t17.5 -8l79 -79l297 297q7 7 17.5 7t17.5 -7z" />
<glyph unicode="&#xe174;" d="M1100 1000v-269l-103 -103l-134 134q-15 15 -33.5 16.5t-34.5 -12.5l-266 -266h-329v-400h-150q-21 0 -35.5 14.5t-14.5 35.5v1000q0 20 14.5 35t35.5 15h250v-300h500v300h100zM700 1000h-100v200h100v-200zM1202 572l70 -70q15 -15 15 -35.5t-15 -35.5l-131 -131 l131 -131q15 -15 15 -35.5t-15 -35.5l-70 -70q-15 -15 -35.5 -15t-35.5 15l-131 131l-131 -131q-15 -15 -35.5 -15t-35.5 15l-70 70q-15 15 -15 35.5t15 35.5l131 131l-131 131q-15 15 -15 35.5t15 35.5l70 70q15 15 35.5 15t35.5 -15l131 -131l131 131q15 15 35.5 15 t35.5 -15z" />
<glyph unicode="&#xe175;" d="M1100 1000v-300h-350q-21 0 -35.5 -14.5t-14.5 -35.5v-150h-500v-400h-150q-21 0 -35.5 14.5t-14.5 35.5v1000q0 20 14.5 35t35.5 15h250v-300h500v300h100zM700 1000h-100v200h100v-200zM850 600h100q21 0 35.5 -14.5t14.5 -35.5v-250h150q21 0 25 -10.5t-10 -24.5 l-230 -230q-14 -14 -35 -14t-35 14l-230 230q-14 14 -10 24.5t25 10.5h150v250q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe176;" d="M1100 1000v-400l-165 165q-14 15 -35 15t-35 -15l-263 -265h-402v-400h-150q-21 0 -35.5 14.5t-14.5 35.5v1000q0 20 14.5 35t35.5 15h250v-300h500v300h100zM700 1000h-100v200h100v-200zM935 565l230 -229q14 -15 10 -25.5t-25 -10.5h-150v-250q0 -20 -14.5 -35 t-35.5 -15h-100q-21 0 -35.5 15t-14.5 35v250h-150q-21 0 -25 10.5t10 25.5l230 229q14 15 35 15t35 -15z" />
<glyph unicode="&#xe177;" d="M50 1100h1100q21 0 35.5 -14.5t14.5 -35.5v-150h-1200v150q0 21 14.5 35.5t35.5 14.5zM1200 800v-550q0 -21 -14.5 -35.5t-35.5 -14.5h-1100q-21 0 -35.5 14.5t-14.5 35.5v550h1200zM100 500v-200h400v200h-400z" />
<glyph unicode="&#xe178;" d="M935 1165l248 -230q14 -14 14 -35t-14 -35l-248 -230q-14 -14 -24.5 -10t-10.5 25v150h-400v200h400v150q0 21 10.5 25t24.5 -10zM200 800h-50q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5h50v-200zM400 800h-100v200h100v-200zM18 435l247 230 q14 14 24.5 10t10.5 -25v-150h400v-200h-400v-150q0 -21 -10.5 -25t-24.5 10l-247 230q-15 14 -15 35t15 35zM900 300h-100v200h100v-200zM1000 500h51q20 0 34.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-34.5 -14.5h-51v200z" />
<glyph unicode="&#xe179;" d="M862 1073l276 116q25 18 43.5 8t18.5 -41v-1106q0 -21 -14.5 -35.5t-35.5 -14.5h-200q-21 0 -35.5 14.5t-14.5 35.5v397q-4 1 -11 5t-24 17.5t-30 29t-24 42t-11 56.5v359q0 31 18.5 65t43.5 52zM550 1200q22 0 34.5 -12.5t14.5 -24.5l1 -13v-450q0 -28 -10.5 -59.5 t-25 -56t-29 -45t-25.5 -31.5l-10 -11v-447q0 -21 -14.5 -35.5t-35.5 -14.5h-200q-21 0 -35.5 14.5t-14.5 35.5v447q-4 4 -11 11.5t-24 30.5t-30 46t-24 55t-11 60v450q0 2 0.5 5.5t4 12t8.5 15t14.5 12t22.5 5.5q20 0 32.5 -12.5t14.5 -24.5l3 -13v-350h100v350v5.5t2.5 12 t7 15t15 12t25.5 5.5q23 0 35.5 -12.5t13.5 -24.5l1 -13v-350h100v350q0 2 0.5 5.5t3 12t7 15t15 12t24.5 5.5z" />
<glyph unicode="&#xe180;" d="M1200 1100v-56q-4 0 -11 -0.5t-24 -3t-30 -7.5t-24 -15t-11 -24v-888q0 -22 25 -34.5t50 -13.5l25 -2v-56h-400v56q75 0 87.5 6.5t12.5 43.5v394h-500v-394q0 -37 12.5 -43.5t87.5 -6.5v-56h-400v56q4 0 11 0.5t24 3t30 7.5t24 15t11 24v888q0 22 -25 34.5t-50 13.5 l-25 2v56h400v-56q-75 0 -87.5 -6.5t-12.5 -43.5v-394h500v394q0 37 -12.5 43.5t-87.5 6.5v56h400z" />
<glyph unicode="&#xe181;" d="M675 1000h375q21 0 35.5 -14.5t14.5 -35.5v-150h-105l-295 -98v98l-200 200h-400l100 100h375zM100 900h300q41 0 70.5 -29.5t29.5 -70.5v-500q0 -41 -29.5 -70.5t-70.5 -29.5h-300q-41 0 -70.5 29.5t-29.5 70.5v500q0 41 29.5 70.5t70.5 29.5zM100 800v-200h300v200 h-300zM1100 535l-400 -133v163l400 133v-163zM100 500v-200h300v200h-300zM1100 398v-248q0 -21 -14.5 -35.5t-35.5 -14.5h-375l-100 -100h-375l-100 100h400l200 200h105z" />
<glyph unicode="&#xe182;" d="M17 1007l162 162q17 17 40 14t37 -22l139 -194q14 -20 11 -44.5t-20 -41.5l-119 -118q102 -142 228 -268t267 -227l119 118q17 17 42.5 19t44.5 -12l192 -136q19 -14 22.5 -37.5t-13.5 -40.5l-163 -162q-3 -1 -9.5 -1t-29.5 2t-47.5 6t-62.5 14.5t-77.5 26.5t-90 42.5 t-101.5 60t-111 83t-119 108.5q-74 74 -133.5 150.5t-94.5 138.5t-60 119.5t-34.5 100t-15 74.5t-4.5 48z" />
<glyph unicode="&#xe183;" d="M600 1100q92 0 175 -10.5t141.5 -27t108.5 -36.5t81.5 -40t53.5 -37t31 -27l9 -10v-200q0 -21 -14.5 -33t-34.5 -9l-202 34q-20 3 -34.5 20t-14.5 38v146q-141 24 -300 24t-300 -24v-146q0 -21 -14.5 -38t-34.5 -20l-202 -34q-20 -3 -34.5 9t-14.5 33v200q3 4 9.5 10.5 t31 26t54 37.5t80.5 39.5t109 37.5t141 26.5t175 10.5zM600 795q56 0 97 -9.5t60 -23.5t30 -28t12 -24l1 -10v-50l365 -303q14 -15 24.5 -40t10.5 -45v-212q0 -21 -14.5 -35.5t-35.5 -14.5h-1100q-21 0 -35.5 14.5t-14.5 35.5v212q0 20 10.5 45t24.5 40l365 303v50 q0 4 1 10.5t12 23t30 29t60 22.5t97 10z" />
<glyph unicode="&#xe184;" d="M1100 700l-200 -200h-600l-200 200v500h200v-200h200v200h200v-200h200v200h200v-500zM250 400h700q21 0 35.5 -14.5t14.5 -35.5t-14.5 -35.5t-35.5 -14.5h-12l137 -100h-950l137 100h-12q-21 0 -35.5 14.5t-14.5 35.5t14.5 35.5t35.5 14.5zM50 100h1100q21 0 35.5 -14.5 t14.5 -35.5v-50h-1200v50q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe185;" d="M700 1100h-100q-41 0 -70.5 -29.5t-29.5 -70.5v-1000h300v1000q0 41 -29.5 70.5t-70.5 29.5zM1100 800h-100q-41 0 -70.5 -29.5t-29.5 -70.5v-700h300v700q0 41 -29.5 70.5t-70.5 29.5zM400 0h-300v400q0 41 29.5 70.5t70.5 29.5h100q41 0 70.5 -29.5t29.5 -70.5v-400z " />
<glyph unicode="&#xe186;" d="M200 1100h700q124 0 212 -88t88 -212v-500q0 -124 -88 -212t-212 -88h-700q-124 0 -212 88t-88 212v500q0 124 88 212t212 88zM100 900v-700h900v700h-900zM500 700h-200v-100h200v-300h-300v100h200v100h-200v300h300v-100zM900 700v-300l-100 -100h-200v500h200z M700 700v-300h100v300h-100z" />
<glyph unicode="&#xe187;" d="M200 1100h700q124 0 212 -88t88 -212v-500q0 -124 -88 -212t-212 -88h-700q-124 0 -212 88t-88 212v500q0 124 88 212t212 88zM100 900v-700h900v700h-900zM500 300h-100v200h-100v-200h-100v500h100v-200h100v200h100v-500zM900 700v-300l-100 -100h-200v500h200z M700 700v-300h100v300h-100z" />
<glyph unicode="&#xe188;" d="M200 1100h700q124 0 212 -88t88 -212v-500q0 -124 -88 -212t-212 -88h-700q-124 0 -212 88t-88 212v500q0 124 88 212t212 88zM100 900v-700h900v700h-900zM500 700h-200v-300h200v-100h-300v500h300v-100zM900 700h-200v-300h200v-100h-300v500h300v-100z" />
<glyph unicode="&#xe189;" d="M200 1100h700q124 0 212 -88t88 -212v-500q0 -124 -88 -212t-212 -88h-700q-124 0 -212 88t-88 212v500q0 124 88 212t212 88zM100 900v-700h900v700h-900zM500 400l-300 150l300 150v-300zM900 550l-300 -150v300z" />
<glyph unicode="&#xe190;" d="M200 1100h700q124 0 212 -88t88 -212v-500q0 -124 -88 -212t-212 -88h-700q-124 0 -212 88t-88 212v500q0 124 88 212t212 88zM100 900v-700h900v700h-900zM900 300h-700v500h700v-500zM800 700h-130q-38 0 -66.5 -43t-28.5 -108t27 -107t68 -42h130v300zM300 700v-300 h130q41 0 68 42t27 107t-28.5 108t-66.5 43h-130z" />
<glyph unicode="&#xe191;" d="M200 1100h700q124 0 212 -88t88 -212v-500q0 -124 -88 -212t-212 -88h-700q-124 0 -212 88t-88 212v500q0 124 88 212t212 88zM100 900v-700h900v700h-900zM500 700h-200v-100h200v-300h-300v100h200v100h-200v300h300v-100zM900 300h-100v400h-100v100h200v-500z M700 300h-100v100h100v-100z" />
<glyph unicode="&#xe192;" d="M200 1100h700q124 0 212 -88t88 -212v-500q0 -124 -88 -212t-212 -88h-700q-124 0 -212 88t-88 212v500q0 124 88 212t212 88zM100 900v-700h900v700h-900zM300 700h200v-400h-300v500h100v-100zM900 300h-100v400h-100v100h200v-500zM300 600v-200h100v200h-100z M700 300h-100v100h100v-100z" />
<glyph unicode="&#xe193;" d="M200 1100h700q124 0 212 -88t88 -212v-500q0 -124 -88 -212t-212 -88h-700q-124 0 -212 88t-88 212v500q0 124 88 212t212 88zM100 900v-700h900v700h-900zM500 500l-199 -200h-100v50l199 200v150h-200v100h300v-300zM900 300h-100v400h-100v100h200v-500zM701 300h-100 v100h100v-100z" />
<glyph unicode="&#xe194;" d="M600 1191q120 0 229.5 -47t188.5 -126t126 -188.5t47 -229.5t-47 -229.5t-126 -188.5t-188.5 -126t-229.5 -47t-229.5 47t-188.5 126t-126 188.5t-47 229.5t47 229.5t126 188.5t188.5 126t229.5 47zM600 1021q-114 0 -211 -56.5t-153.5 -153.5t-56.5 -211t56.5 -211 t153.5 -153.5t211 -56.5t211 56.5t153.5 153.5t56.5 211t-56.5 211t-153.5 153.5t-211 56.5zM800 700h-300v-200h300v-100h-300l-100 100v200l100 100h300v-100z" />
<glyph unicode="&#xe195;" d="M600 1191q120 0 229.5 -47t188.5 -126t126 -188.5t47 -229.5t-47 -229.5t-126 -188.5t-188.5 -126t-229.5 -47t-229.5 47t-188.5 126t-126 188.5t-47 229.5t47 229.5t126 188.5t188.5 126t229.5 47zM600 1021q-114 0 -211 -56.5t-153.5 -153.5t-56.5 -211t56.5 -211 t153.5 -153.5t211 -56.5t211 56.5t153.5 153.5t56.5 211t-56.5 211t-153.5 153.5t-211 56.5zM800 700v-100l-50 -50l100 -100v-50h-100l-100 100h-150v-100h-100v400h300zM500 700v-100h200v100h-200z" />
<glyph unicode="&#xe197;" d="M503 1089q110 0 200.5 -59.5t134.5 -156.5q44 14 90 14q120 0 205 -86.5t85 -207t-85 -207t-205 -86.5h-128v250q0 21 -14.5 35.5t-35.5 14.5h-300q-21 0 -35.5 -14.5t-14.5 -35.5v-250h-222q-80 0 -136 57.5t-56 136.5q0 69 43 122.5t108 67.5q-2 19 -2 37q0 100 49 185 t134 134t185 49zM525 500h150q10 0 17.5 -7.5t7.5 -17.5v-275h137q21 0 26 -11.5t-8 -27.5l-223 -244q-13 -16 -32 -16t-32 16l-223 244q-13 16 -8 27.5t26 11.5h137v275q0 10 7.5 17.5t17.5 7.5z" />
<glyph unicode="&#xe198;" d="M502 1089q110 0 201 -59.5t135 -156.5q43 15 89 15q121 0 206 -86.5t86 -206.5q0 -99 -60 -181t-150 -110l-378 360q-13 16 -31.5 16t-31.5 -16l-381 -365h-9q-79 0 -135.5 57.5t-56.5 136.5q0 69 43 122.5t108 67.5q-2 19 -2 38q0 100 49 184.5t133.5 134t184.5 49.5z M632 467l223 -228q13 -16 8 -27.5t-26 -11.5h-137v-275q0 -10 -7.5 -17.5t-17.5 -7.5h-150q-10 0 -17.5 7.5t-7.5 17.5v275h-137q-21 0 -26 11.5t8 27.5q199 204 223 228q19 19 31.5 19t32.5 -19z" />
<glyph unicode="&#xe199;" d="M700 100v100h400l-270 300h170l-270 300h170l-300 333l-300 -333h170l-270 -300h170l-270 -300h400v-100h-50q-21 0 -35.5 -14.5t-14.5 -35.5v-50h400v50q0 21 -14.5 35.5t-35.5 14.5h-50z" />
<glyph unicode="&#xe200;" d="M600 1179q94 0 167.5 -56.5t99.5 -145.5q89 -6 150.5 -71.5t61.5 -155.5q0 -61 -29.5 -112.5t-79.5 -82.5q9 -29 9 -55q0 -74 -52.5 -126.5t-126.5 -52.5q-55 0 -100 30v-251q21 0 35.5 -14.5t14.5 -35.5v-50h-300v50q0 21 14.5 35.5t35.5 14.5v251q-45 -30 -100 -30 q-74 0 -126.5 52.5t-52.5 126.5q0 18 4 38q-47 21 -75.5 65t-28.5 97q0 74 52.5 126.5t126.5 52.5q5 0 23 -2q0 2 -1 10t-1 13q0 116 81.5 197.5t197.5 81.5z" />
<glyph unicode="&#xe201;" d="M1010 1010q111 -111 150.5 -260.5t0 -299t-150.5 -260.5q-83 -83 -191.5 -126.5t-218.5 -43.5t-218.5 43.5t-191.5 126.5q-111 111 -150.5 260.5t0 299t150.5 260.5q83 83 191.5 126.5t218.5 43.5t218.5 -43.5t191.5 -126.5zM476 1065q-4 0 -8 -1q-121 -34 -209.5 -122.5 t-122.5 -209.5q-4 -12 2.5 -23t18.5 -14l36 -9q3 -1 7 -1q23 0 29 22q27 96 98 166q70 71 166 98q11 3 17.5 13.5t3.5 22.5l-9 35q-3 13 -14 19q-7 4 -15 4zM512 920q-4 0 -9 -2q-80 -24 -138.5 -82.5t-82.5 -138.5q-4 -13 2 -24t19 -14l34 -9q4 -1 8 -1q22 0 28 21 q18 58 58.5 98.5t97.5 58.5q12 3 18 13.5t3 21.5l-9 35q-3 12 -14 19q-7 4 -15 4zM719.5 719.5q-49.5 49.5 -119.5 49.5t-119.5 -49.5t-49.5 -119.5t49.5 -119.5t119.5 -49.5t119.5 49.5t49.5 119.5t-49.5 119.5zM855 551q-22 0 -28 -21q-18 -58 -58.5 -98.5t-98.5 -57.5 q-11 -4 -17 -14.5t-3 -21.5l9 -35q3 -12 14 -19q7 -4 15 -4q4 0 9 2q80 24 138.5 82.5t82.5 138.5q4 13 -2.5 24t-18.5 14l-34 9q-4 1 -8 1zM1000 515q-23 0 -29 -22q-27 -96 -98 -166q-70 -71 -166 -98q-11 -3 -17.5 -13.5t-3.5 -22.5l9 -35q3 -13 14 -19q7 -4 15 -4 q4 0 8 1q121 34 209.5 122.5t122.5 209.5q4 12 -2.5 23t-18.5 14l-36 9q-3 1 -7 1z" />
<glyph unicode="&#xe202;" d="M700 800h300v-380h-180v200h-340v-200h-380v755q0 10 7.5 17.5t17.5 7.5h575v-400zM1000 900h-200v200zM700 300h162l-212 -212l-212 212h162v200h100v-200zM520 0h-395q-10 0 -17.5 7.5t-7.5 17.5v395zM1000 220v-195q0 -10 -7.5 -17.5t-17.5 -7.5h-195z" />
<glyph unicode="&#xe203;" d="M700 800h300v-520l-350 350l-550 -550v1095q0 10 7.5 17.5t17.5 7.5h575v-400zM1000 900h-200v200zM862 200h-162v-200h-100v200h-162l212 212zM480 0h-355q-10 0 -17.5 7.5t-7.5 17.5v55h380v-80zM1000 80v-55q0 -10 -7.5 -17.5t-17.5 -7.5h-155v80h180z" />
<glyph unicode="&#xe204;" d="M1162 800h-162v-200h100l100 -100h-300v300h-162l212 212zM200 800h200q27 0 40 -2t29.5 -10.5t23.5 -30t7 -57.5h300v-100h-600l-200 -350v450h100q0 36 7 57.5t23.5 30t29.5 10.5t40 2zM800 400h240l-240 -400h-800l300 500h500v-100z" />
<glyph unicode="&#xe205;" d="M650 1100h100q21 0 35.5 -14.5t14.5 -35.5v-50h50q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-300q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5h50v50q0 21 14.5 35.5t35.5 14.5zM1000 850v150q41 0 70.5 -29.5t29.5 -70.5v-800 q0 -41 -29.5 -70.5t-70.5 -29.5h-600q-1 0 -20 4l246 246l-326 326v324q0 41 29.5 70.5t70.5 29.5v-150q0 -62 44 -106t106 -44h300q62 0 106 44t44 106zM412 250l-212 -212v162h-200v100h200v162z" />
<glyph unicode="&#xe206;" d="M450 1100h100q21 0 35.5 -14.5t14.5 -35.5v-50h50q21 0 35.5 -14.5t14.5 -35.5v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-300q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5h50v50q0 21 14.5 35.5t35.5 14.5zM800 850v150q41 0 70.5 -29.5t29.5 -70.5v-500 h-200v-300h200q0 -36 -7 -57.5t-23.5 -30t-29.5 -10.5t-40 -2h-600q-41 0 -70.5 29.5t-29.5 70.5v800q0 41 29.5 70.5t70.5 29.5v-150q0 -62 44 -106t106 -44h300q62 0 106 44t44 106zM1212 250l-212 -212v162h-200v100h200v162z" />
<glyph unicode="&#xe209;" d="M658 1197l637 -1104q23 -38 7 -65.5t-60 -27.5h-1276q-44 0 -60 27.5t7 65.5l637 1104q22 39 54 39t54 -39zM704 800h-208q-20 0 -32 -14.5t-8 -34.5l58 -302q4 -20 21.5 -34.5t37.5 -14.5h54q20 0 37.5 14.5t21.5 34.5l58 302q4 20 -8 34.5t-32 14.5zM500 300v-100h200 v100h-200z" />
<glyph unicode="&#xe210;" d="M425 1100h250q10 0 17.5 -7.5t7.5 -17.5v-150q0 -10 -7.5 -17.5t-17.5 -7.5h-250q-10 0 -17.5 7.5t-7.5 17.5v150q0 10 7.5 17.5t17.5 7.5zM425 800h250q10 0 17.5 -7.5t7.5 -17.5v-150q0 -10 -7.5 -17.5t-17.5 -7.5h-250q-10 0 -17.5 7.5t-7.5 17.5v150q0 10 7.5 17.5 t17.5 7.5zM825 800h250q10 0 17.5 -7.5t7.5 -17.5v-150q0 -10 -7.5 -17.5t-17.5 -7.5h-250q-10 0 -17.5 7.5t-7.5 17.5v150q0 10 7.5 17.5t17.5 7.5zM25 500h250q10 0 17.5 -7.5t7.5 -17.5v-150q0 -10 -7.5 -17.5t-17.5 -7.5h-250q-10 0 -17.5 7.5t-7.5 17.5v150 q0 10 7.5 17.5t17.5 7.5zM425 500h250q10 0 17.5 -7.5t7.5 -17.5v-150q0 -10 -7.5 -17.5t-17.5 -7.5h-250q-10 0 -17.5 7.5t-7.5 17.5v150q0 10 7.5 17.5t17.5 7.5zM825 500h250q10 0 17.5 -7.5t7.5 -17.5v-150q0 -10 -7.5 -17.5t-17.5 -7.5h-250q-10 0 -17.5 7.5t-7.5 17.5 v150q0 10 7.5 17.5t17.5 7.5zM25 200h250q10 0 17.5 -7.5t7.5 -17.5v-150q0 -10 -7.5 -17.5t-17.5 -7.5h-250q-10 0 -17.5 7.5t-7.5 17.5v150q0 10 7.5 17.5t17.5 7.5zM425 200h250q10 0 17.5 -7.5t7.5 -17.5v-150q0 -10 -7.5 -17.5t-17.5 -7.5h-250q-10 0 -17.5 7.5 t-7.5 17.5v150q0 10 7.5 17.5t17.5 7.5zM825 200h250q10 0 17.5 -7.5t7.5 -17.5v-150q0 -10 -7.5 -17.5t-17.5 -7.5h-250q-10 0 -17.5 7.5t-7.5 17.5v150q0 10 7.5 17.5t17.5 7.5z" />
<glyph unicode="&#xe211;" d="M700 1200h100v-200h-100v-100h350q62 0 86.5 -39.5t-3.5 -94.5l-66 -132q-41 -83 -81 -134h-772q-40 51 -81 134l-66 132q-28 55 -3.5 94.5t86.5 39.5h350v100h-100v200h100v100h200v-100zM250 400h700q21 0 35.5 -14.5t14.5 -35.5t-14.5 -35.5t-35.5 -14.5h-12l137 -100 h-950l138 100h-13q-21 0 -35.5 14.5t-14.5 35.5t14.5 35.5t35.5 14.5zM50 100h1100q21 0 35.5 -14.5t14.5 -35.5v-50h-1200v50q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe212;" d="M600 1300q40 0 68.5 -29.5t28.5 -70.5h-194q0 41 28.5 70.5t68.5 29.5zM443 1100h314q18 -37 18 -75q0 -8 -3 -25h328q41 0 44.5 -16.5t-30.5 -38.5l-175 -145h-678l-178 145q-34 22 -29 38.5t46 16.5h328q-3 17 -3 25q0 38 18 75zM250 700h700q21 0 35.5 -14.5 t14.5 -35.5t-14.5 -35.5t-35.5 -14.5h-150v-200l275 -200h-950l275 200v200h-150q-21 0 -35.5 14.5t-14.5 35.5t14.5 35.5t35.5 14.5zM50 100h1100q21 0 35.5 -14.5t14.5 -35.5v-50h-1200v50q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe213;" d="M600 1181q75 0 128 -53t53 -128t-53 -128t-128 -53t-128 53t-53 128t53 128t128 53zM602 798h46q34 0 55.5 -28.5t21.5 -86.5q0 -76 39 -183h-324q39 107 39 183q0 58 21.5 86.5t56.5 28.5h45zM250 400h700q21 0 35.5 -14.5t14.5 -35.5t-14.5 -35.5t-35.5 -14.5h-13 l138 -100h-950l137 100h-12q-21 0 -35.5 14.5t-14.5 35.5t14.5 35.5t35.5 14.5zM50 100h1100q21 0 35.5 -14.5t14.5 -35.5v-50h-1200v50q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe214;" d="M600 1300q47 0 92.5 -53.5t71 -123t25.5 -123.5q0 -78 -55.5 -133.5t-133.5 -55.5t-133.5 55.5t-55.5 133.5q0 62 34 143l144 -143l111 111l-163 163q34 26 63 26zM602 798h46q34 0 55.5 -28.5t21.5 -86.5q0 -76 39 -183h-324q39 107 39 183q0 58 21.5 86.5t56.5 28.5h45 zM250 400h700q21 0 35.5 -14.5t14.5 -35.5t-14.5 -35.5t-35.5 -14.5h-13l138 -100h-950l137 100h-12q-21 0 -35.5 14.5t-14.5 35.5t14.5 35.5t35.5 14.5zM50 100h1100q21 0 35.5 -14.5t14.5 -35.5v-50h-1200v50q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe215;" d="M600 1200l300 -161v-139h-300q0 -57 18.5 -108t50 -91.5t63 -72t70 -67.5t57.5 -61h-530q-60 83 -90.5 177.5t-30.5 178.5t33 164.5t87.5 139.5t126 96.5t145.5 41.5v-98zM250 400h700q21 0 35.5 -14.5t14.5 -35.5t-14.5 -35.5t-35.5 -14.5h-13l138 -100h-950l137 100 h-12q-21 0 -35.5 14.5t-14.5 35.5t14.5 35.5t35.5 14.5zM50 100h1100q21 0 35.5 -14.5t14.5 -35.5v-50h-1200v50q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe216;" d="M600 1300q41 0 70.5 -29.5t29.5 -70.5v-78q46 -26 73 -72t27 -100v-50h-400v50q0 54 27 100t73 72v78q0 41 29.5 70.5t70.5 29.5zM400 800h400q54 0 100 -27t72 -73h-172v-100h200v-100h-200v-100h200v-100h-200v-100h200q0 -83 -58.5 -141.5t-141.5 -58.5h-400 q-83 0 -141.5 58.5t-58.5 141.5v400q0 83 58.5 141.5t141.5 58.5z" />
<glyph unicode="&#xe218;" d="M150 1100h900q21 0 35.5 -14.5t14.5 -35.5v-500q0 -21 -14.5 -35.5t-35.5 -14.5h-900q-21 0 -35.5 14.5t-14.5 35.5v500q0 21 14.5 35.5t35.5 14.5zM125 400h950q10 0 17.5 -7.5t7.5 -17.5v-50q0 -10 -7.5 -17.5t-17.5 -7.5h-283l224 -224q13 -13 13 -31.5t-13 -32 t-31.5 -13.5t-31.5 13l-88 88h-524l-87 -88q-13 -13 -32 -13t-32 13.5t-13 32t13 31.5l224 224h-289q-10 0 -17.5 7.5t-7.5 17.5v50q0 10 7.5 17.5t17.5 7.5zM541 300l-100 -100h324l-100 100h-124z" />
<glyph unicode="&#xe219;" d="M200 1100h800q83 0 141.5 -58.5t58.5 -141.5v-200h-100q0 41 -29.5 70.5t-70.5 29.5h-250q-41 0 -70.5 -29.5t-29.5 -70.5h-100q0 41 -29.5 70.5t-70.5 29.5h-250q-41 0 -70.5 -29.5t-29.5 -70.5h-100v200q0 83 58.5 141.5t141.5 58.5zM100 600h1000q41 0 70.5 -29.5 t29.5 -70.5v-300h-1200v300q0 41 29.5 70.5t70.5 29.5zM300 100v-50q0 -21 -14.5 -35.5t-35.5 -14.5h-100q-21 0 -35.5 14.5t-14.5 35.5v50h200zM1100 100v-50q0 -21 -14.5 -35.5t-35.5 -14.5h-100q-21 0 -35.5 14.5t-14.5 35.5v50h200z" />
<glyph unicode="&#xe221;" d="M480 1165l682 -683q31 -31 31 -75.5t-31 -75.5l-131 -131h-481l-517 518q-32 31 -32 75.5t32 75.5l295 296q31 31 75.5 31t76.5 -31zM108 794l342 -342l303 304l-341 341zM250 100h800q21 0 35.5 -14.5t14.5 -35.5v-50h-900v50q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe223;" d="M1057 647l-189 506q-8 19 -27.5 33t-40.5 14h-400q-21 0 -40.5 -14t-27.5 -33l-189 -506q-8 -19 1.5 -33t30.5 -14h625v-150q0 -21 14.5 -35.5t35.5 -14.5t35.5 14.5t14.5 35.5v150h125q21 0 30.5 14t1.5 33zM897 0h-595v50q0 21 14.5 35.5t35.5 14.5h50v50 q0 21 14.5 35.5t35.5 14.5h48v300h200v-300h47q21 0 35.5 -14.5t14.5 -35.5v-50h50q21 0 35.5 -14.5t14.5 -35.5v-50z" />
<glyph unicode="&#xe224;" d="M900 800h300v-575q0 -10 -7.5 -17.5t-17.5 -7.5h-375v591l-300 300v84q0 10 7.5 17.5t17.5 7.5h375v-400zM1200 900h-200v200zM400 600h300v-575q0 -10 -7.5 -17.5t-17.5 -7.5h-650q-10 0 -17.5 7.5t-7.5 17.5v950q0 10 7.5 17.5t17.5 7.5h375v-400zM700 700h-200v200z " />
<glyph unicode="&#xe225;" d="M484 1095h195q75 0 146 -32.5t124 -86t89.5 -122.5t48.5 -142q18 -14 35 -20q31 -10 64.5 6.5t43.5 48.5q10 34 -15 71q-19 27 -9 43q5 8 12.5 11t19 -1t23.5 -16q41 -44 39 -105q-3 -63 -46 -106.5t-104 -43.5h-62q-7 -55 -35 -117t-56 -100l-39 -234q-3 -20 -20 -34.5 t-38 -14.5h-100q-21 0 -33 14.5t-9 34.5l12 70q-49 -14 -91 -14h-195q-24 0 -65 8l-11 -64q-3 -20 -20 -34.5t-38 -14.5h-100q-21 0 -33 14.5t-9 34.5l26 157q-84 74 -128 175l-159 53q-19 7 -33 26t-14 40v50q0 21 14.5 35.5t35.5 14.5h124q11 87 56 166l-111 95 q-16 14 -12.5 23.5t24.5 9.5h203q116 101 250 101zM675 1000h-250q-10 0 -17.5 -7.5t-7.5 -17.5v-50q0 -10 7.5 -17.5t17.5 -7.5h250q10 0 17.5 7.5t7.5 17.5v50q0 10 -7.5 17.5t-17.5 7.5z" />
<glyph unicode="&#xe226;" d="M641 900l423 247q19 8 42 2.5t37 -21.5l32 -38q14 -15 12.5 -36t-17.5 -34l-139 -120h-390zM50 1100h106q67 0 103 -17t66 -71l102 -212h823q21 0 35.5 -14.5t14.5 -35.5v-50q0 -21 -14 -40t-33 -26l-737 -132q-23 -4 -40 6t-26 25q-42 67 -100 67h-300q-62 0 -106 44 t-44 106v200q0 62 44 106t106 44zM173 928h-80q-19 0 -28 -14t-9 -35v-56q0 -51 42 -51h134q16 0 21.5 8t5.5 24q0 11 -16 45t-27 51q-18 28 -43 28zM550 727q-32 0 -54.5 -22.5t-22.5 -54.5t22.5 -54.5t54.5 -22.5t54.5 22.5t22.5 54.5t-22.5 54.5t-54.5 22.5zM130 389 l152 130q18 19 34 24t31 -3.5t24.5 -17.5t25.5 -28q28 -35 50.5 -51t48.5 -13l63 5l48 -179q13 -61 -3.5 -97.5t-67.5 -79.5l-80 -69q-47 -40 -109 -35.5t-103 51.5l-130 151q-40 47 -35.5 109.5t51.5 102.5zM380 377l-102 -88q-31 -27 2 -65l37 -43q13 -15 27.5 -19.5 t31.5 6.5l61 53q19 16 14 49q-2 20 -12 56t-17 45q-11 12 -19 14t-23 -8z" />
<glyph unicode="&#xe227;" d="M625 1200h150q10 0 17.5 -7.5t7.5 -17.5v-109q79 -33 131 -87.5t53 -128.5q1 -46 -15 -84.5t-39 -61t-46 -38t-39 -21.5l-17 -6q6 0 15 -1.5t35 -9t50 -17.5t53 -30t50 -45t35.5 -64t14.5 -84q0 -59 -11.5 -105.5t-28.5 -76.5t-44 -51t-49.5 -31.5t-54.5 -16t-49.5 -6.5 t-43.5 -1v-75q0 -10 -7.5 -17.5t-17.5 -7.5h-150q-10 0 -17.5 7.5t-7.5 17.5v75h-100v-75q0 -10 -7.5 -17.5t-17.5 -7.5h-150q-10 0 -17.5 7.5t-7.5 17.5v75h-175q-10 0 -17.5 7.5t-7.5 17.5v150q0 10 7.5 17.5t17.5 7.5h75v600h-75q-10 0 -17.5 7.5t-7.5 17.5v150 q0 10 7.5 17.5t17.5 7.5h175v75q0 10 7.5 17.5t17.5 7.5h150q10 0 17.5 -7.5t7.5 -17.5v-75h100v75q0 10 7.5 17.5t17.5 7.5zM400 900v-200h263q28 0 48.5 10.5t30 25t15 29t5.5 25.5l1 10q0 4 -0.5 11t-6 24t-15 30t-30 24t-48.5 11h-263zM400 500v-200h363q28 0 48.5 10.5 t30 25t15 29t5.5 25.5l1 10q0 4 -0.5 11t-6 24t-15 30t-30 24t-48.5 11h-363z" />
<glyph unicode="&#xe230;" d="M212 1198h780q86 0 147 -61t61 -147v-416q0 -51 -18 -142.5t-36 -157.5l-18 -66q-29 -87 -93.5 -146.5t-146.5 -59.5h-572q-82 0 -147 59t-93 147q-8 28 -20 73t-32 143.5t-20 149.5v416q0 86 61 147t147 61zM600 1045q-70 0 -132.5 -11.5t-105.5 -30.5t-78.5 -41.5 t-57 -45t-36 -41t-20.5 -30.5l-6 -12l156 -243h560l156 243q-2 5 -6 12.5t-20 29.5t-36.5 42t-57 44.5t-79 42t-105 29.5t-132.5 12zM762 703h-157l195 261z" />
<glyph unicode="&#xe231;" d="M475 1300h150q103 0 189 -86t86 -189v-500q0 -41 -42 -83t-83 -42h-450q-41 0 -83 42t-42 83v500q0 103 86 189t189 86zM700 300v-225q0 -21 -27 -48t-48 -27h-150q-21 0 -48 27t-27 48v225h300z" />
<glyph unicode="&#xe232;" d="M475 1300h96q0 -150 89.5 -239.5t239.5 -89.5v-446q0 -41 -42 -83t-83 -42h-450q-41 0 -83 42t-42 83v500q0 103 86 189t189 86zM700 300v-225q0 -21 -27 -48t-48 -27h-150q-21 0 -48 27t-27 48v225h300z" />
<glyph unicode="&#xe233;" d="M1294 767l-638 -283l-378 170l-78 -60v-224l100 -150v-199l-150 148l-150 -149v200l100 150v250q0 4 -0.5 10.5t0 9.5t1 8t3 8t6.5 6l47 40l-147 65l642 283zM1000 380l-350 -166l-350 166v147l350 -165l350 165v-147z" />
<glyph unicode="&#xe234;" d="M250 800q62 0 106 -44t44 -106t-44 -106t-106 -44t-106 44t-44 106t44 106t106 44zM650 800q62 0 106 -44t44 -106t-44 -106t-106 -44t-106 44t-44 106t44 106t106 44zM1050 800q62 0 106 -44t44 -106t-44 -106t-106 -44t-106 44t-44 106t44 106t106 44z" />
<glyph unicode="&#xe235;" d="M550 1100q62 0 106 -44t44 -106t-44 -106t-106 -44t-106 44t-44 106t44 106t106 44zM550 700q62 0 106 -44t44 -106t-44 -106t-106 -44t-106 44t-44 106t44 106t106 44zM550 300q62 0 106 -44t44 -106t-44 -106t-106 -44t-106 44t-44 106t44 106t106 44z" />
<glyph unicode="&#xe236;" d="M125 1100h950q10 0 17.5 -7.5t7.5 -17.5v-150q0 -10 -7.5 -17.5t-17.5 -7.5h-950q-10 0 -17.5 7.5t-7.5 17.5v150q0 10 7.5 17.5t17.5 7.5zM125 700h950q10 0 17.5 -7.5t7.5 -17.5v-150q0 -10 -7.5 -17.5t-17.5 -7.5h-950q-10 0 -17.5 7.5t-7.5 17.5v150q0 10 7.5 17.5 t17.5 7.5zM125 300h950q10 0 17.5 -7.5t7.5 -17.5v-150q0 -10 -7.5 -17.5t-17.5 -7.5h-950q-10 0 -17.5 7.5t-7.5 17.5v150q0 10 7.5 17.5t17.5 7.5z" />
<glyph unicode="&#xe237;" d="M350 1200h500q162 0 256 -93.5t94 -256.5v-500q0 -165 -93.5 -257.5t-256.5 -92.5h-500q-165 0 -257.5 92.5t-92.5 257.5v500q0 165 92.5 257.5t257.5 92.5zM900 1000h-600q-41 0 -70.5 -29.5t-29.5 -70.5v-600q0 -41 29.5 -70.5t70.5 -29.5h600q41 0 70.5 29.5 t29.5 70.5v600q0 41 -29.5 70.5t-70.5 29.5zM350 900h500q21 0 35.5 -14.5t14.5 -35.5v-300q0 -21 -14.5 -35.5t-35.5 -14.5h-500q-21 0 -35.5 14.5t-14.5 35.5v300q0 21 14.5 35.5t35.5 14.5zM400 800v-200h400v200h-400z" />
<glyph unicode="&#xe238;" d="M150 1100h1000q21 0 35.5 -14.5t14.5 -35.5t-14.5 -35.5t-35.5 -14.5h-50v-200h50q21 0 35.5 -14.5t14.5 -35.5t-14.5 -35.5t-35.5 -14.5h-50v-200h50q21 0 35.5 -14.5t14.5 -35.5t-14.5 -35.5t-35.5 -14.5h-50v-200h50q21 0 35.5 -14.5t14.5 -35.5t-14.5 -35.5 t-35.5 -14.5h-1000q-21 0 -35.5 14.5t-14.5 35.5t14.5 35.5t35.5 14.5h50v200h-50q-21 0 -35.5 14.5t-14.5 35.5t14.5 35.5t35.5 14.5h50v200h-50q-21 0 -35.5 14.5t-14.5 35.5t14.5 35.5t35.5 14.5h50v200h-50q-21 0 -35.5 14.5t-14.5 35.5t14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe239;" d="M650 1187q87 -67 118.5 -156t0 -178t-118.5 -155q-87 66 -118.5 155t0 178t118.5 156zM300 800q124 0 212 -88t88 -212q-124 0 -212 88t-88 212zM1000 800q0 -124 -88 -212t-212 -88q0 124 88 212t212 88zM300 500q124 0 212 -88t88 -212q-124 0 -212 88t-88 212z M1000 500q0 -124 -88 -212t-212 -88q0 124 88 212t212 88zM700 199v-144q0 -21 -14.5 -35.5t-35.5 -14.5t-35.5 14.5t-14.5 35.5v142q40 -4 43 -4q17 0 57 6z" />
<glyph unicode="&#xe240;" d="M745 878l69 19q25 6 45 -12l298 -295q11 -11 15 -26.5t-2 -30.5q-5 -14 -18 -23.5t-28 -9.5h-8q1 0 1 -13q0 -29 -2 -56t-8.5 -62t-20 -63t-33 -53t-51 -39t-72.5 -14h-146q-184 0 -184 288q0 24 10 47q-20 4 -62 4t-63 -4q11 -24 11 -47q0 -288 -184 -288h-142 q-48 0 -84.5 21t-56 51t-32 71.5t-16 75t-3.5 68.5q0 13 2 13h-7q-15 0 -27.5 9.5t-18.5 23.5q-6 15 -2 30.5t15 25.5l298 296q20 18 46 11l76 -19q20 -5 30.5 -22.5t5.5 -37.5t-22.5 -31t-37.5 -5l-51 12l-182 -193h891l-182 193l-44 -12q-20 -5 -37.5 6t-22.5 31t6 37.5 t31 22.5z" />
<glyph unicode="&#xe241;" d="M1200 900h-50q0 21 -4 37t-9.5 26.5t-18 17.5t-22 11t-28.5 5.5t-31 2t-37 0.5h-200v-850q0 -22 25 -34.5t50 -13.5l25 -2v-100h-400v100q4 0 11 0.5t24 3t30 7t24 15t11 24.5v850h-200q-25 0 -37 -0.5t-31 -2t-28.5 -5.5t-22 -11t-18 -17.5t-9.5 -26.5t-4 -37h-50v300 h1000v-300zM500 450h-25q0 15 -4 24.5t-9 14.5t-17 7.5t-20 3t-25 0.5h-100v-425q0 -11 12.5 -17.5t25.5 -7.5h12v-50h-200v50q50 0 50 25v425h-100q-17 0 -25 -0.5t-20 -3t-17 -7.5t-9 -14.5t-4 -24.5h-25v150h500v-150z" />
<glyph unicode="&#xe242;" d="M1000 300v50q-25 0 -55 32q-14 14 -25 31t-16 27l-4 11l-289 747h-69l-300 -754q-18 -35 -39 -56q-9 -9 -24.5 -18.5t-26.5 -14.5l-11 -5v-50h273v50q-49 0 -78.5 21.5t-11.5 67.5l69 176h293l61 -166q13 -34 -3.5 -66.5t-55.5 -32.5v-50h312zM412 691l134 342l121 -342 h-255zM1100 150v-100q0 -21 -14.5 -35.5t-35.5 -14.5h-1000q-21 0 -35.5 14.5t-14.5 35.5v100q0 21 14.5 35.5t35.5 14.5h1000q21 0 35.5 -14.5t14.5 -35.5z" />
<glyph unicode="&#xe243;" d="M50 1200h1100q21 0 35.5 -14.5t14.5 -35.5v-1100q0 -21 -14.5 -35.5t-35.5 -14.5h-1100q-21 0 -35.5 14.5t-14.5 35.5v1100q0 21 14.5 35.5t35.5 14.5zM611 1118h-70q-13 0 -18 -12l-299 -753q-17 -32 -35 -51q-18 -18 -56 -34q-12 -5 -12 -18v-50q0 -8 5.5 -14t14.5 -6 h273q8 0 14 6t6 14v50q0 8 -6 14t-14 6q-55 0 -71 23q-10 14 0 39l63 163h266l57 -153q11 -31 -6 -55q-12 -17 -36 -17q-8 0 -14 -6t-6 -14v-50q0 -8 6 -14t14 -6h313q8 0 14 6t6 14v50q0 7 -5.5 13t-13.5 7q-17 0 -42 25q-25 27 -40 63h-1l-288 748q-5 12 -19 12zM639 611 h-197l103 264z" />
<glyph unicode="&#xe244;" d="M1200 1100h-1200v100h1200v-100zM50 1000h400q21 0 35.5 -14.5t14.5 -35.5v-900q0 -21 -14.5 -35.5t-35.5 -14.5h-400q-21 0 -35.5 14.5t-14.5 35.5v900q0 21 14.5 35.5t35.5 14.5zM650 1000h400q21 0 35.5 -14.5t14.5 -35.5v-400q0 -21 -14.5 -35.5t-35.5 -14.5h-400 q-21 0 -35.5 14.5t-14.5 35.5v400q0 21 14.5 35.5t35.5 14.5zM700 900v-300h300v300h-300z" />
<glyph unicode="&#xe245;" d="M50 1200h400q21 0 35.5 -14.5t14.5 -35.5v-900q0 -21 -14.5 -35.5t-35.5 -14.5h-400q-21 0 -35.5 14.5t-14.5 35.5v900q0 21 14.5 35.5t35.5 14.5zM650 700h400q21 0 35.5 -14.5t14.5 -35.5v-400q0 -21 -14.5 -35.5t-35.5 -14.5h-400q-21 0 -35.5 14.5t-14.5 35.5v400 q0 21 14.5 35.5t35.5 14.5zM700 600v-300h300v300h-300zM1200 0h-1200v100h1200v-100z" />
<glyph unicode="&#xe246;" d="M50 1000h400q21 0 35.5 -14.5t14.5 -35.5v-350h100v150q0 21 14.5 35.5t35.5 14.5h400q21 0 35.5 -14.5t14.5 -35.5v-150h100v-100h-100v-150q0 -21 -14.5 -35.5t-35.5 -14.5h-400q-21 0 -35.5 14.5t-14.5 35.5v150h-100v-350q0 -21 -14.5 -35.5t-35.5 -14.5h-400 q-21 0 -35.5 14.5t-14.5 35.5v800q0 21 14.5 35.5t35.5 14.5zM700 700v-300h300v300h-300z" />
<glyph unicode="&#xe247;" d="M100 0h-100v1200h100v-1200zM250 1100h400q21 0 35.5 -14.5t14.5 -35.5v-400q0 -21 -14.5 -35.5t-35.5 -14.5h-400q-21 0 -35.5 14.5t-14.5 35.5v400q0 21 14.5 35.5t35.5 14.5zM300 1000v-300h300v300h-300zM250 500h900q21 0 35.5 -14.5t14.5 -35.5v-400 q0 -21 -14.5 -35.5t-35.5 -14.5h-900q-21 0 -35.5 14.5t-14.5 35.5v400q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe248;" d="M600 1100h150q21 0 35.5 -14.5t14.5 -35.5v-400q0 -21 -14.5 -35.5t-35.5 -14.5h-150v-100h450q21 0 35.5 -14.5t14.5 -35.5v-400q0 -21 -14.5 -35.5t-35.5 -14.5h-900q-21 0 -35.5 14.5t-14.5 35.5v400q0 21 14.5 35.5t35.5 14.5h350v100h-150q-21 0 -35.5 14.5 t-14.5 35.5v400q0 21 14.5 35.5t35.5 14.5h150v100h100v-100zM400 1000v-300h300v300h-300z" />
<glyph unicode="&#xe249;" d="M1200 0h-100v1200h100v-1200zM550 1100h400q21 0 35.5 -14.5t14.5 -35.5v-400q0 -21 -14.5 -35.5t-35.5 -14.5h-400q-21 0 -35.5 14.5t-14.5 35.5v400q0 21 14.5 35.5t35.5 14.5zM600 1000v-300h300v300h-300zM50 500h900q21 0 35.5 -14.5t14.5 -35.5v-400 q0 -21 -14.5 -35.5t-35.5 -14.5h-900q-21 0 -35.5 14.5t-14.5 35.5v400q0 21 14.5 35.5t35.5 14.5z" />
<glyph unicode="&#xe250;" d="M865 565l-494 -494q-23 -23 -41 -23q-14 0 -22 13.5t-8 38.5v1000q0 25 8 38.5t22 13.5q18 0 41 -23l494 -494q14 -14 14 -35t-14 -35z" />
<glyph unicode="&#xe251;" d="M335 635l494 494q29 29 50 20.5t21 -49.5v-1000q0 -41 -21 -49.5t-50 20.5l-494 494q-14 14 -14 35t14 35z" />
<glyph unicode="&#xe252;" d="M100 900h1000q41 0 49.5 -21t-20.5 -50l-494 -494q-14 -14 -35 -14t-35 14l-494 494q-29 29 -20.5 50t49.5 21z" />
<glyph unicode="&#xe253;" d="M635 865l494 -494q29 -29 20.5 -50t-49.5 -21h-1000q-41 0 -49.5 21t20.5 50l494 494q14 14 35 14t35 -14z" />
<glyph unicode="&#xe254;" d="M700 741v-182l-692 -323v221l413 193l-413 193v221zM1200 0h-800v200h800v-200z" />
<glyph unicode="&#xe255;" d="M1200 900h-200v-100h200v-100h-300v300h200v100h-200v100h300v-300zM0 700h50q0 21 4 37t9.5 26.5t18 17.5t22 11t28.5 5.5t31 2t37 0.5h100v-550q0 -22 -25 -34.5t-50 -13.5l-25 -2v-100h400v100q-4 0 -11 0.5t-24 3t-30 7t-24 15t-11 24.5v550h100q25 0 37 -0.5t31 -2 t28.5 -5.5t22 -11t18 -17.5t9.5 -26.5t4 -37h50v300h-800v-300z" />
<glyph unicode="&#xe256;" d="M800 700h-50q0 21 -4 37t-9.5 26.5t-18 17.5t-22 11t-28.5 5.5t-31 2t-37 0.5h-100v-550q0 -22 25 -34.5t50 -14.5l25 -1v-100h-400v100q4 0 11 0.5t24 3t30 7t24 15t11 24.5v550h-100q-25 0 -37 -0.5t-31 -2t-28.5 -5.5t-22 -11t-18 -17.5t-9.5 -26.5t-4 -37h-50v300 h800v-300zM1100 200h-200v-100h200v-100h-300v300h200v100h-200v100h300v-300z" />
<glyph unicode="&#xe257;" d="M701 1098h160q16 0 21 -11t-7 -23l-464 -464l464 -464q12 -12 7 -23t-21 -11h-160q-13 0 -23 9l-471 471q-7 8 -7 18t7 18l471 471q10 9 23 9z" />
<glyph unicode="&#xe258;" d="M339 1098h160q13 0 23 -9l471 -471q7 -8 7 -18t-7 -18l-471 -471q-10 -9 -23 -9h-160q-16 0 -21 11t7 23l464 464l-464 464q-12 12 -7 23t21 11z" />
<glyph unicode="&#xe259;" d="M1087 882q11 -5 11 -21v-160q0 -13 -9 -23l-471 -471q-8 -7 -18 -7t-18 7l-471 471q-9 10 -9 23v160q0 16 11 21t23 -7l464 -464l464 464q12 12 23 7z" />
<glyph unicode="&#xe260;" d="M618 993l471 -471q9 -10 9 -23v-160q0 -16 -11 -21t-23 7l-464 464l-464 -464q-12 -12 -23 -7t-11 21v160q0 13 9 23l471 471q8 7 18 7t18 -7z" />
<glyph unicode="&#xf8ff;" d="M1000 1200q0 -124 -88 -212t-212 -88q0 124 88 212t212 88zM450 1000h100q21 0 40 -14t26 -33l79 -194q5 1 16 3q34 6 54 9.5t60 7t65.5 1t61 -10t56.5 -23t42.5 -42t29 -64t5 -92t-19.5 -121.5q-1 -7 -3 -19.5t-11 -50t-20.5 -73t-32.5 -81.5t-46.5 -83t-64 -70 t-82.5 -50q-13 -5 -42 -5t-65.5 2.5t-47.5 2.5q-14 0 -49.5 -3.5t-63 -3.5t-43.5 7q-57 25 -104.5 78.5t-75 111.5t-46.5 112t-26 90l-7 35q-15 63 -18 115t4.5 88.5t26 64t39.5 43.5t52 25.5t58.5 13t62.5 2t59.5 -4.5t55.5 -8l-147 192q-12 18 -5.5 30t27.5 12z" />
<glyph unicode="&#x1f511;" d="M250 1200h600q21 0 35.5 -14.5t14.5 -35.5v-400q0 -21 -14.5 -35.5t-35.5 -14.5h-150v-500l-255 -178q-19 -9 -32 -1t-13 29v650h-150q-21 0 -35.5 14.5t-14.5 35.5v400q0 21 14.5 35.5t35.5 14.5zM400 1100v-100h300v100h-300z" />
<glyph unicode="&#x1f6aa;" d="M250 1200h750q39 0 69.5 -40.5t30.5 -84.5v-933l-700 -117v950l600 125h-700v-1000h-100v1025q0 23 15.5 49t34.5 26zM500 525v-100l100 20v100z" />
</font>
</defs></svg> ) format('svg')}.glyphicon{position:relative;top:1px;display:inline-block;font-family:'Glyphicons Halflings';font-style:normal;font-weight:400;line-height:1;-webkit-font-smoothing:antialiased;-moz-osx-font-smoothing:grayscale}.glyphicon-asterisk:before{content:"\2a"}.glyphicon-plus:before{content:"\2b"}.glyphicon-eur:before,.glyphicon-euro:before{content:"\20ac"}.glyphicon-minus:before{content:"\2212"}.glyphicon-cloud:before{content:"\2601"}.glyphicon-envelope:before{content:"\2709"}.glyphicon-pencil:before{content:"\270f"}.glyphicon-glass:before{content:"\e001"}.glyphicon-music:before{content:"\e002"}.glyphicon-search:before{content:"\e003"}.glyphicon-heart:before{content:"\e005"}.glyphicon-star:before{content:"\e006"}.glyphicon-star-empty:before{content:"\e007"}.glyphicon-user:before{content:"\e008"}.glyphicon-film:before{content:"\e009"}.glyphicon-th-large:before{content:"\e010"}.glyphicon-th:before{content:"\e011"}.glyphicon-th-list:before{content:"\e012"}.glyphicon-ok:before{content:"\e013"}.glyphicon-remove:before{content:"\e014"}.glyphicon-zoom-in:before{content:"\e015"}.glyphicon-zoom-out:before{content:"\e016"}.glyphicon-off:before{content:"\e017"}.glyphicon-signal:before{content:"\e018"}.glyphicon-cog:before{content:"\e019"}.glyphicon-trash:before{content:"\e020"}.glyphicon-home:before{content:"\e021"}.glyphicon-file:before{content:"\e022"}.glyphicon-time:before{content:"\e023"}.glyphicon-road:before{content:"\e024"}.glyphicon-download-alt:before{content:"\e025"}.glyphicon-download:before{content:"\e026"}.glyphicon-upload:before{content:"\e027"}.glyphicon-inbox:before{content:"\e028"}.glyphicon-play-circle:before{content:"\e029"}.glyphicon-repeat:before{content:"\e030"}.glyphicon-refresh:before{content:"\e031"}.glyphicon-list-alt:before{content:"\e032"}.glyphicon-lock:before{content:"\e033"}.glyphicon-flag:before{content:"\e034"}.glyphicon-headphones:before{content:"\e035"}.glyphicon-volume-off:before{content:"\e036"}.glyphicon-volume-down:before{content:"\e037"}.glyphicon-volume-up:before{content:"\e038"}.glyphicon-qrcode:before{content:"\e039"}.glyphicon-barcode:before{content:"\e040"}.glyphicon-tag:before{content:"\e041"}.glyphicon-tags:before{content:"\e042"}.glyphicon-book:before{content:"\e043"}.glyphicon-bookmark:before{content:"\e044"}.glyphicon-print:before{content:"\e045"}.glyphicon-camera:before{content:"\e046"}.glyphicon-font:before{content:"\e047"}.glyphicon-bold:before{content:"\e048"}.glyphicon-italic:before{content:"\e049"}.glyphicon-text-height:before{content:"\e050"}.glyphicon-text-width:before{content:"\e051"}.glyphicon-align-left:before{content:"\e052"}.glyphicon-align-center:before{content:"\e053"}.glyphicon-align-right:before{content:"\e054"}.glyphicon-align-justify:before{content:"\e055"}.glyphicon-list:before{content:"\e056"}.glyphicon-indent-left:before{content:"\e057"}.glyphicon-indent-right:before{content:"\e058"}.glyphicon-facetime-video:before{content:"\e059"}.glyphicon-picture:before{content:"\e060"}.glyphicon-map-marker:before{content:"\e062"}.glyphicon-adjust:before{content:"\e063"}.glyphicon-tint:before{content:"\e064"}.glyphicon-edit:before{content:"\e065"}.glyphicon-share:before{content:"\e066"}.glyphicon-check:before{content:"\e067"}.glyphicon-move:before{content:"\e068"}.glyphicon-step-backward:before{content:"\e069"}.glyphicon-fast-backward:before{content:"\e070"}.glyphicon-backward:before{content:"\e071"}.glyphicon-play:before{content:"\e072"}.glyphicon-pause:before{content:"\e073"}.glyphicon-stop:before{content:"\e074"}.glyphicon-forward:before{content:"\e075"}.glyphicon-fast-forward:before{content:"\e076"}.glyphicon-step-forward:before{content:"\e077"}.glyphicon-eject:before{content:"\e078"}.glyphicon-chevron-left:before{content:"\e079"}.glyphicon-chevron-right:before{content:"\e080"}.glyphicon-plus-sign:before{content:"\e081"}.glyphicon-minus-sign:before{content:"\e082"}.glyphicon-remove-sign:before{content:"\e083"}.glyphicon-ok-sign:before{content:"\e084"}.glyphicon-question-sign:before{content:"\e085"}.glyphicon-info-sign:before{content:"\e086"}.glyphicon-screenshot:before{content:"\e087"}.glyphicon-remove-circle:before{content:"\e088"}.glyphicon-ok-circle:before{content:"\e089"}.glyphicon-ban-circle:before{content:"\e090"}.glyphicon-arrow-left:before{content:"\e091"}.glyphicon-arrow-right:before{content:"\e092"}.glyphicon-arrow-up:before{content:"\e093"}.glyphicon-arrow-down:before{content:"\e094"}.glyphicon-share-alt:before{content:"\e095"}.glyphicon-resize-full:before{content:"\e096"}.glyphicon-resize-small:before{content:"\e097"}.glyphicon-exclamation-sign:before{content:"\e101"}.glyphicon-gift:before{content:"\e102"}.glyphicon-leaf:before{content:"\e103"}.glyphicon-fire:before{content:"\e104"}.glyphicon-eye-open:before{content:"\e105"}.glyphicon-eye-close:before{content:"\e106"}.glyphicon-warning-sign:before{content:"\e107"}.glyphicon-plane:before{content:"\e108"}.glyphicon-calendar:before{content:"\e109"}.glyphicon-random:before{content:"\e110"}.glyphicon-comment:before{content:"\e111"}.glyphicon-magnet:before{content:"\e112"}.glyphicon-chevron-up:before{content:"\e113"}.glyphicon-chevron-down:before{content:"\e114"}.glyphicon-retweet:before{content:"\e115"}.glyphicon-shopping-cart:before{content:"\e116"}.glyphicon-folder-close:before{content:"\e117"}.glyphicon-folder-open:before{content:"\e118"}.glyphicon-resize-vertical:before{content:"\e119"}.glyphicon-resize-horizontal:before{content:"\e120"}.glyphicon-hdd:before{content:"\e121"}.glyphicon-bullhorn:before{content:"\e122"}.glyphicon-bell:before{content:"\e123"}.glyphicon-certificate:before{content:"\e124"}.glyphicon-thumbs-up:before{content:"\e125"}.glyphicon-thumbs-down:before{content:"\e126"}.glyphicon-hand-right:before{content:"\e127"}.glyphicon-hand-left:before{content:"\e128"}.glyphicon-hand-up:before{content:"\e129"}.glyphicon-hand-down:before{content:"\e130"}.glyphicon-circle-arrow-right:before{content:"\e131"}.glyphicon-circle-arrow-left:before{content:"\e132"}.glyphicon-circle-arrow-up:before{content:"\e133"}.glyphicon-circle-arrow-down:before{content:"\e134"}.glyphicon-globe:before{content:"\e135"}.glyphicon-wrench:before{content:"\e136"}.glyphicon-tasks:before{content:"\e137"}.glyphicon-filter:before{content:"\e138"}.glyphicon-briefcase:before{content:"\e139"}.glyphicon-fullscreen:before{content:"\e140"}.glyphicon-dashboard:before{content:"\e141"}.glyphicon-paperclip:before{content:"\e142"}.glyphicon-heart-empty:before{content:"\e143"}.glyphicon-link:before{content:"\e144"}.glyphicon-phone:before{content:"\e145"}.glyphicon-pushpin:before{content:"\e146"}.glyphicon-usd:before{content:"\e148"}.glyphicon-gbp:before{content:"\e149"}.glyphicon-sort:before{content:"\e150"}.glyphicon-sort-by-alphabet:before{content:"\e151"}.glyphicon-sort-by-alphabet-alt:before{content:"\e152"}.glyphicon-sort-by-order:before{content:"\e153"}.glyphicon-sort-by-order-alt:before{content:"\e154"}.glyphicon-sort-by-attributes:before{content:"\e155"}.glyphicon-sort-by-attributes-alt:before{content:"\e156"}.glyphicon-unchecked:before{content:"\e157"}.glyphicon-expand:before{content:"\e158"}.glyphicon-collapse-down:before{content:"\e159"}.glyphicon-collapse-up:before{content:"\e160"}.glyphicon-log-in:before{content:"\e161"}.glyphicon-flash:before{content:"\e162"}.glyphicon-log-out:before{content:"\e163"}.glyphicon-new-window:before{content:"\e164"}.glyphicon-record:before{content:"\e165"}.glyphicon-save:before{content:"\e166"}.glyphicon-open:before{content:"\e167"}.glyphicon-saved:before{content:"\e168"}.glyphicon-import:before{content:"\e169"}.glyphicon-export:before{content:"\e170"}.glyphicon-send:before{content:"\e171"}.glyphicon-floppy-disk:before{content:"\e172"}.glyphicon-floppy-saved:before{content:"\e173"}.glyphicon-floppy-remove:before{content:"\e174"}.glyphicon-floppy-save:before{content:"\e175"}.glyphicon-floppy-open:before{content:"\e176"}.glyphicon-credit-card:before{content:"\e177"}.glyphicon-transfer:before{content:"\e178"}.glyphicon-cutlery:before{content:"\e179"}.glyphicon-header:before{content:"\e180"}.glyphicon-compressed:before{content:"\e181"}.glyphicon-earphone:before{content:"\e182"}.glyphicon-phone-alt:before{content:"\e183"}.glyphicon-tower:before{content:"\e184"}.glyphicon-stats:before{content:"\e185"}.glyphicon-sd-video:before{content:"\e186"}.glyphicon-hd-video:before{content:"\e187"}.glyphicon-subtitles:before{content:"\e188"}.glyphicon-sound-stereo:before{content:"\e189"}.glyphicon-sound-dolby:before{content:"\e190"}.glyphicon-sound-5-1:before{content:"\e191"}.glyphicon-sound-6-1:before{content:"\e192"}.glyphicon-sound-7-1:before{content:"\e193"}.glyphicon-copyright-mark:before{content:"\e194"}.glyphicon-registration-mark:before{content:"\e195"}.glyphicon-cloud-download:before{content:"\e197"}.glyphicon-cloud-upload:before{content:"\e198"}.glyphicon-tree-conifer:before{content:"\e199"}.glyphicon-tree-deciduous:before{content:"\e200"}.glyphicon-cd:before{content:"\e201"}.glyphicon-save-file:before{content:"\e202"}.glyphicon-open-file:before{content:"\e203"}.glyphicon-level-up:before{content:"\e204"}.glyphicon-copy:before{content:"\e205"}.glyphicon-paste:before{content:"\e206"}.glyphicon-alert:before{content:"\e209"}.glyphicon-equalizer:before{content:"\e210"}.glyphicon-king:before{content:"\e211"}.glyphicon-queen:before{content:"\e212"}.glyphicon-pawn:before{content:"\e213"}.glyphicon-bishop:before{content:"\e214"}.glyphicon-knight:before{content:"\e215"}.glyphicon-baby-formula:before{content:"\e216"}.glyphicon-tent:before{content:"\26fa"}.glyphicon-blackboard:before{content:"\e218"}.glyphicon-bed:before{content:"\e219"}.glyphicon-apple:before{content:"\f8ff"}.glyphicon-erase:before{content:"\e221"}.glyphicon-hourglass:before{content:"\231b"}.glyphicon-lamp:before{content:"\e223"}.glyphicon-duplicate:before{content:"\e224"}.glyphicon-piggy-bank:before{content:"\e225"}.glyphicon-scissors:before{content:"\e226"}.glyphicon-bitcoin:before{content:"\e227"}.glyphicon-btc:before{content:"\e227"}.glyphicon-xbt:before{content:"\e227"}.glyphicon-yen:before{content:"\00a5"}.glyphicon-jpy:before{content:"\00a5"}.glyphicon-ruble:before{content:"\20bd"}.glyphicon-rub:before{content:"\20bd"}.glyphicon-scale:before{content:"\e230"}.glyphicon-ice-lolly:before{content:"\e231"}.glyphicon-ice-lolly-tasted:before{content:"\e232"}.glyphicon-education:before{content:"\e233"}.glyphicon-option-horizontal:before{content:"\e234"}.glyphicon-option-vertical:before{content:"\e235"}.glyphicon-menu-hamburger:before{content:"\e236"}.glyphicon-modal-window:before{content:"\e237"}.glyphicon-oil:before{content:"\e238"}.glyphicon-grain:before{content:"\e239"}.glyphicon-sunglasses:before{content:"\e240"}.glyphicon-text-size:before{content:"\e241"}.glyphicon-text-color:before{content:"\e242"}.glyphicon-text-background:before{content:"\e243"}.glyphicon-object-align-top:before{content:"\e244"}.glyphicon-object-align-bottom:before{content:"\e245"}.glyphicon-object-align-horizontal:before{content:"\e246"}.glyphicon-object-align-left:before{content:"\e247"}.glyphicon-object-align-vertical:before{content:"\e248"}.glyphicon-object-align-right:before{content:"\e249"}.glyphicon-triangle-right:before{content:"\e250"}.glyphicon-triangle-left:before{content:"\e251"}.glyphicon-triangle-bottom:before{content:"\e252"}.glyphicon-triangle-top:before{content:"\e253"}.glyphicon-console:before{content:"\e254"}.glyphicon-superscript:before{content:"\e255"}.glyphicon-subscript:before{content:"\e256"}.glyphicon-menu-left:before{content:"\e257"}.glyphicon-menu-right:before{content:"\e258"}.glyphicon-menu-down:before{content:"\e259"}.glyphicon-menu-up:before{content:"\e260"}*{-webkit-box-sizing:border-box;-moz-box-sizing:border-box;box-sizing:border-box}:after,:before{-webkit-box-sizing:border-box;-moz-box-sizing:border-box;box-sizing:border-box}html{font-size:10px;-webkit-tap-highlight-color:rgba(0,0,0,0)}body{font-family:"Helvetica Neue",Helvetica,Arial,sans-serif;font-size:14px;line-height:1.42857143;color:#333;background-color:#fff}button,input,select,textarea{font-family:inherit;font-size:inherit;line-height:inherit}a{color:#337ab7;text-decoration:none}a:focus,a:hover{color:#23527c;text-decoration:underline}a:focus{outline:thin dotted;outline:5px auto -webkit-focus-ring-color;outline-offset:-2px}figure{margin:0}img{vertical-align:middle}.carousel-inner>.item>a>img,.carousel-inner>.item>img,.img-responsive,.thumbnail a>img,.thumbnail>img{display:block;max-width:100%;height:auto}.img-rounded{border-radius:6px}.img-thumbnail{display:inline-block;max-width:100%;height:auto;padding:4px;line-height:1.42857143;background-color:#fff;border:1px solid #ddd;border-radius:4px;-webkit-transition:all .2s ease-in-out;-o-transition:all .2s ease-in-out;transition:all .2s ease-in-out}.img-circle{border-radius:50%}hr{margin-top:20px;margin-bottom:20px;border:0;border-top:1px solid #eee}.sr-only{position:absolute;width:1px;height:1px;padding:0;margin:-1px;overflow:hidden;clip:rect(0,0,0,0);border:0}.sr-only-focusable:active,.sr-only-focusable:focus{position:static;width:auto;height:auto;margin:0;overflow:visible;clip:auto}[role=button]{cursor:pointer}.h1,.h2,.h3,.h4,.h5,.h6,h1,h2,h3,h4,h5,h6{font-family:inherit;font-weight:500;line-height:1.1;color:inherit}.h1 .small,.h1 small,.h2 .small,.h2 small,.h3 .small,.h3 small,.h4 .small,.h4 small,.h5 .small,.h5 small,.h6 .small,.h6 small,h1 .small,h1 small,h2 .small,h2 small,h3 .small,h3 small,h4 .small,h4 small,h5 .small,h5 small,h6 .small,h6 small{font-weight:400;line-height:1;color:#777}.h1,.h2,.h3,h1,h2,h3{margin-top:20px;margin-bottom:10px}.h1 .small,.h1 small,.h2 .small,.h2 small,.h3 .small,.h3 small,h1 .small,h1 small,h2 .small,h2 small,h3 .small,h3 small{font-size:65%}.h4,.h5,.h6,h4,h5,h6{margin-top:10px;margin-bottom:10px}.h4 .small,.h4 small,.h5 .small,.h5 small,.h6 .small,.h6 small,h4 .small,h4 small,h5 .small,h5 small,h6 .small,h6 small{font-size:75%}.h1,h1{font-size:36px}.h2,h2{font-size:30px}.h3,h3{font-size:24px}.h4,h4{font-size:18px}.h5,h5{font-size:14px}.h6,h6{font-size:12px}p{margin:0 0 10px}.lead{margin-bottom:20px;font-size:16px;font-weight:300;line-height:1.4}@media (min-width:768px){.lead{font-size:21px}}.small,small{font-size:85%}.mark,mark{padding:.2em;background-color:#fcf8e3}.text-left{text-align:left}.text-right{text-align:right}.text-center{text-align:center}.text-justify{text-align:justify}.text-nowrap{white-space:nowrap}.text-lowercase{text-transform:lowercase}.text-uppercase{text-transform:uppercase}.text-capitalize{text-transform:capitalize}.text-muted{color:#777}.text-primary{color:#337ab7}a.text-primary:focus,a.text-primary:hover{color:#286090}.text-success{color:#3c763d}a.text-success:focus,a.text-success:hover{color:#2b542c}.text-info{color:#31708f}a.text-info:focus,a.text-info:hover{color:#245269}.text-warning{color:#8a6d3b}a.text-warning:focus,a.text-warning:hover{color:#66512c}.text-danger{color:#a94442}a.text-danger:focus,a.text-danger:hover{color:#843534}.bg-primary{color:#fff;background-color:#337ab7}a.bg-primary:focus,a.bg-primary:hover{background-color:#286090}.bg-success{background-color:#dff0d8}a.bg-success:focus,a.bg-success:hover{background-color:#c1e2b3}.bg-info{background-color:#d9edf7}a.bg-info:focus,a.bg-info:hover{background-color:#afd9ee}.bg-warning{background-color:#fcf8e3}a.bg-warning:focus,a.bg-warning:hover{background-color:#f7ecb5}.bg-danger{background-color:#f2dede}a.bg-danger:focus,a.bg-danger:hover{background-color:#e4b9b9}.page-header{padding-bottom:9px;margin:40px 0 20px;border-bottom:1px solid #eee}ol,ul{margin-top:0;margin-bottom:10px}ol ol,ol ul,ul ol,ul ul{margin-bottom:0}.list-unstyled{padding-left:0;list-style:none}.list-inline{padding-left:0;margin-left:-5px;list-style:none}.list-inline>li{display:inline-block;padding-right:5px;padding-left:5px}dl{margin-top:0;margin-bottom:20px}dd,dt{line-height:1.42857143}dt{font-weight:700}dd{margin-left:0}@media (min-width:768px){.dl-horizontal dt{float:left;width:160px;overflow:hidden;clear:left;text-align:right;text-overflow:ellipsis;white-space:nowrap}.dl-horizontal dd{margin-left:180px}}abbr[data-original-title],abbr[title]{cursor:help;border-bottom:1px dotted #777}.initialism{font-size:90%;text-transform:uppercase}blockquote{padding:10px 20px;margin:0 0 20px;font-size:17.5px;border-left:5px solid #eee}blockquote ol:last-child,blockquote p:last-child,blockquote ul:last-child{margin-bottom:0}blockquote .small,blockquote footer,blockquote small{display:block;font-size:80%;line-height:1.42857143;color:#777}blockquote .small:before,blockquote footer:before,blockquote small:before{content:'\2014 \00A0'}.blockquote-reverse,blockquote.pull-right{padding-right:15px;padding-left:0;text-align:right;border-right:5px solid #eee;border-left:0}.blockquote-reverse .small:before,.blockquote-reverse footer:before,.blockquote-reverse small:before,blockquote.pull-right .small:before,blockquote.pull-right footer:before,blockquote.pull-right small:before{content:''}.blockquote-reverse .small:after,.blockquote-reverse footer:after,.blockquote-reverse small:after,blockquote.pull-right .small:after,blockquote.pull-right footer:after,blockquote.pull-right small:after{content:'\00A0 \2014'}address{margin-bottom:20px;font-style:normal;line-height:1.42857143}code,kbd,pre,samp{font-family:monospace}code{padding:2px 4px;font-size:90%;color:#c7254e;background-color:#f9f2f4;border-radius:4px}kbd{padding:2px 4px;font-size:90%;color:#fff;background-color:#333;border-radius:3px;-webkit-box-shadow:inset 0 -1px 0 rgba(0,0,0,.25);box-shadow:inset 0 -1px 0 rgba(0,0,0,.25)}kbd kbd{padding:0;font-size:100%;font-weight:700;-webkit-box-shadow:none;box-shadow:none}pre{display:block;padding:9.5px;margin:0 0 10px;font-size:13px;line-height:1.42857143;color:#333;word-break:break-all;word-wrap:break-word;background-color:#f5f5f5;border:1px solid #ccc;border-radius:4px}pre code{padding:0;font-size:inherit;color:inherit;white-space:pre-wrap;background-color:transparent;border-radius:0}.pre-scrollable{max-height:340px;overflow-y:scroll}.container{padding-right:15px;padding-left:15px;margin-right:auto;margin-left:auto}@media (min-width:768px){.container{width:750px}}@media (min-width:992px){.container{width:970px}}@media (min-width:1200px){.container{width:1170px}}.container-fluid{padding-right:15px;padding-left:15px;margin-right:auto;margin-left:auto}.row{margin-right:-15px;margin-left:-15px}.col-lg-1,.col-lg-10,.col-lg-11,.col-lg-12,.col-lg-2,.col-lg-3,.col-lg-4,.col-lg-5,.col-lg-6,.col-lg-7,.col-lg-8,.col-lg-9,.col-md-1,.col-md-10,.col-md-11,.col-md-12,.col-md-2,.col-md-3,.col-md-4,.col-md-5,.col-md-6,.col-md-7,.col-md-8,.col-md-9,.col-sm-1,.col-sm-10,.col-sm-11,.col-sm-12,.col-sm-2,.col-sm-3,.col-sm-4,.col-sm-5,.col-sm-6,.col-sm-7,.col-sm-8,.col-sm-9,.col-xs-1,.col-xs-10,.col-xs-11,.col-xs-12,.col-xs-2,.col-xs-3,.col-xs-4,.col-xs-5,.col-xs-6,.col-xs-7,.col-xs-8,.col-xs-9{position:relative;min-height:1px;padding-right:15px;padding-left:15px}.col-xs-1,.col-xs-10,.col-xs-11,.col-xs-12,.col-xs-2,.col-xs-3,.col-xs-4,.col-xs-5,.col-xs-6,.col-xs-7,.col-xs-8,.col-xs-9{float:left}.col-xs-12{width:100%}.col-xs-11{width:91.66666667%}.col-xs-10{width:83.33333333%}.col-xs-9{width:75%}.col-xs-8{width:66.66666667%}.col-xs-7{width:58.33333333%}.col-xs-6{width:50%}.col-xs-5{width:41.66666667%}.col-xs-4{width:33.33333333%}.col-xs-3{width:25%}.col-xs-2{width:16.66666667%}.col-xs-1{width:8.33333333%}.col-xs-pull-12{right:100%}.col-xs-pull-11{right:91.66666667%}.col-xs-pull-10{right:83.33333333%}.col-xs-pull-9{right:75%}.col-xs-pull-8{right:66.66666667%}.col-xs-pull-7{right:58.33333333%}.col-xs-pull-6{right:50%}.col-xs-pull-5{right:41.66666667%}.col-xs-pull-4{right:33.33333333%}.col-xs-pull-3{right:25%}.col-xs-pull-2{right:16.66666667%}.col-xs-pull-1{right:8.33333333%}.col-xs-pull-0{right:auto}.col-xs-push-12{left:100%}.col-xs-push-11{left:91.66666667%}.col-xs-push-10{left:83.33333333%}.col-xs-push-9{left:75%}.col-xs-push-8{left:66.66666667%}.col-xs-push-7{left:58.33333333%}.col-xs-push-6{left:50%}.col-xs-push-5{left:41.66666667%}.col-xs-push-4{left:33.33333333%}.col-xs-push-3{left:25%}.col-xs-push-2{left:16.66666667%}.col-xs-push-1{left:8.33333333%}.col-xs-push-0{left:auto}.col-xs-offset-12{margin-left:100%}.col-xs-offset-11{margin-left:91.66666667%}.col-xs-offset-10{margin-left:83.33333333%}.col-xs-offset-9{margin-left:75%}.col-xs-offset-8{margin-left:66.66666667%}.col-xs-offset-7{margin-left:58.33333333%}.col-xs-offset-6{margin-left:50%}.col-xs-offset-5{margin-left:41.66666667%}.col-xs-offset-4{margin-left:33.33333333%}.col-xs-offset-3{margin-left:25%}.col-xs-offset-2{margin-left:16.66666667%}.col-xs-offset-1{margin-left:8.33333333%}.col-xs-offset-0{margin-left:0}@media (min-width:768px){.col-sm-1,.col-sm-10,.col-sm-11,.col-sm-12,.col-sm-2,.col-sm-3,.col-sm-4,.col-sm-5,.col-sm-6,.col-sm-7,.col-sm-8,.col-sm-9{float:left}.col-sm-12{width:100%}.col-sm-11{width:91.66666667%}.col-sm-10{width:83.33333333%}.col-sm-9{width:75%}.col-sm-8{width:66.66666667%}.col-sm-7{width:58.33333333%}.col-sm-6{width:50%}.col-sm-5{width:41.66666667%}.col-sm-4{width:33.33333333%}.col-sm-3{width:25%}.col-sm-2{width:16.66666667%}.col-sm-1{width:8.33333333%}.col-sm-pull-12{right:100%}.col-sm-pull-11{right:91.66666667%}.col-sm-pull-10{right:83.33333333%}.col-sm-pull-9{right:75%}.col-sm-pull-8{right:66.66666667%}.col-sm-pull-7{right:58.33333333%}.col-sm-pull-6{right:50%}.col-sm-pull-5{right:41.66666667%}.col-sm-pull-4{right:33.33333333%}.col-sm-pull-3{right:25%}.col-sm-pull-2{right:16.66666667%}.col-sm-pull-1{right:8.33333333%}.col-sm-pull-0{right:auto}.col-sm-push-12{left:100%}.col-sm-push-11{left:91.66666667%}.col-sm-push-10{left:83.33333333%}.col-sm-push-9{left:75%}.col-sm-push-8{left:66.66666667%}.col-sm-push-7{left:58.33333333%}.col-sm-push-6{left:50%}.col-sm-push-5{left:41.66666667%}.col-sm-push-4{left:33.33333333%}.col-sm-push-3{left:25%}.col-sm-push-2{left:16.66666667%}.col-sm-push-1{left:8.33333333%}.col-sm-push-0{left:auto}.col-sm-offset-12{margin-left:100%}.col-sm-offset-11{margin-left:91.66666667%}.col-sm-offset-10{margin-left:83.33333333%}.col-sm-offset-9{margin-left:75%}.col-sm-offset-8{margin-left:66.66666667%}.col-sm-offset-7{margin-left:58.33333333%}.col-sm-offset-6{margin-left:50%}.col-sm-offset-5{margin-left:41.66666667%}.col-sm-offset-4{margin-left:33.33333333%}.col-sm-offset-3{margin-left:25%}.col-sm-offset-2{margin-left:16.66666667%}.col-sm-offset-1{margin-left:8.33333333%}.col-sm-offset-0{margin-left:0}}@media (min-width:992px){.col-md-1,.col-md-10,.col-md-11,.col-md-12,.col-md-2,.col-md-3,.col-md-4,.col-md-5,.col-md-6,.col-md-7,.col-md-8,.col-md-9{float:left}.col-md-12{width:100%}.col-md-11{width:91.66666667%}.col-md-10{width:83.33333333%}.col-md-9{width:75%}.col-md-8{width:66.66666667%}.col-md-7{width:58.33333333%}.col-md-6{width:50%}.col-md-5{width:41.66666667%}.col-md-4{width:33.33333333%}.col-md-3{width:25%}.col-md-2{width:16.66666667%}.col-md-1{width:8.33333333%}.col-md-pull-12{right:100%}.col-md-pull-11{right:91.66666667%}.col-md-pull-10{right:83.33333333%}.col-md-pull-9{right:75%}.col-md-pull-8{right:66.66666667%}.col-md-pull-7{right:58.33333333%}.col-md-pull-6{right:50%}.col-md-pull-5{right:41.66666667%}.col-md-pull-4{right:33.33333333%}.col-md-pull-3{right:25%}.col-md-pull-2{right:16.66666667%}.col-md-pull-1{right:8.33333333%}.col-md-pull-0{right:auto}.col-md-push-12{left:100%}.col-md-push-11{left:91.66666667%}.col-md-push-10{left:83.33333333%}.col-md-push-9{left:75%}.col-md-push-8{left:66.66666667%}.col-md-push-7{left:58.33333333%}.col-md-push-6{left:50%}.col-md-push-5{left:41.66666667%}.col-md-push-4{left:33.33333333%}.col-md-push-3{left:25%}.col-md-push-2{left:16.66666667%}.col-md-push-1{left:8.33333333%}.col-md-push-0{left:auto}.col-md-offset-12{margin-left:100%}.col-md-offset-11{margin-left:91.66666667%}.col-md-offset-10{margin-left:83.33333333%}.col-md-offset-9{margin-left:75%}.col-md-offset-8{margin-left:66.66666667%}.col-md-offset-7{margin-left:58.33333333%}.col-md-offset-6{margin-left:50%}.col-md-offset-5{margin-left:41.66666667%}.col-md-offset-4{margin-left:33.33333333%}.col-md-offset-3{margin-left:25%}.col-md-offset-2{margin-left:16.66666667%}.col-md-offset-1{margin-left:8.33333333%}.col-md-offset-0{margin-left:0}}@media (min-width:1200px){.col-lg-1,.col-lg-10,.col-lg-11,.col-lg-12,.col-lg-2,.col-lg-3,.col-lg-4,.col-lg-5,.col-lg-6,.col-lg-7,.col-lg-8,.col-lg-9{float:left}.col-lg-12{width:100%}.col-lg-11{width:91.66666667%}.col-lg-10{width:83.33333333%}.col-lg-9{width:75%}.col-lg-8{width:66.66666667%}.col-lg-7{width:58.33333333%}.col-lg-6{width:50%}.col-lg-5{width:41.66666667%}.col-lg-4{width:33.33333333%}.col-lg-3{width:25%}.col-lg-2{width:16.66666667%}.col-lg-1{width:8.33333333%}.col-lg-pull-12{right:100%}.col-lg-pull-11{right:91.66666667%}.col-lg-pull-10{right:83.33333333%}.col-lg-pull-9{right:75%}.col-lg-pull-8{right:66.66666667%}.col-lg-pull-7{right:58.33333333%}.col-lg-pull-6{right:50%}.col-lg-pull-5{right:41.66666667%}.col-lg-pull-4{right:33.33333333%}.col-lg-pull-3{right:25%}.col-lg-pull-2{right:16.66666667%}.col-lg-pull-1{right:8.33333333%}.col-lg-pull-0{right:auto}.col-lg-push-12{left:100%}.col-lg-push-11{left:91.66666667%}.col-lg-push-10{left:83.33333333%}.col-lg-push-9{left:75%}.col-lg-push-8{left:66.66666667%}.col-lg-push-7{left:58.33333333%}.col-lg-push-6{left:50%}.col-lg-push-5{left:41.66666667%}.col-lg-push-4{left:33.33333333%}.col-lg-push-3{left:25%}.col-lg-push-2{left:16.66666667%}.col-lg-push-1{left:8.33333333%}.col-lg-push-0{left:auto}.col-lg-offset-12{margin-left:100%}.col-lg-offset-11{margin-left:91.66666667%}.col-lg-offset-10{margin-left:83.33333333%}.col-lg-offset-9{margin-left:75%}.col-lg-offset-8{margin-left:66.66666667%}.col-lg-offset-7{margin-left:58.33333333%}.col-lg-offset-6{margin-left:50%}.col-lg-offset-5{margin-left:41.66666667%}.col-lg-offset-4{margin-left:33.33333333%}.col-lg-offset-3{margin-left:25%}.col-lg-offset-2{margin-left:16.66666667%}.col-lg-offset-1{margin-left:8.33333333%}.col-lg-offset-0{margin-left:0}}table{background-color:transparent}caption{padding-top:8px;padding-bottom:8px;color:#777;text-align:left}th{}.table{width:100%;max-width:100%;margin-bottom:20px}.table>tbody>tr>td,.table>tbody>tr>th,.table>tfoot>tr>td,.table>tfoot>tr>th,.table>thead>tr>td,.table>thead>tr>th{padding:8px;line-height:1.42857143;vertical-align:top;border-top:1px solid #ddd}.table>thead>tr>th{vertical-align:bottom;border-bottom:2px solid #ddd}.table>caption+thead>tr:first-child>td,.table>caption+thead>tr:first-child>th,.table>colgroup+thead>tr:first-child>td,.table>colgroup+thead>tr:first-child>th,.table>thead:first-child>tr:first-child>td,.table>thead:first-child>tr:first-child>th{border-top:0}.table>tbody+tbody{border-top:2px solid #ddd}.table .table{background-color:#fff}.table-condensed>tbody>tr>td,.table-condensed>tbody>tr>th,.table-condensed>tfoot>tr>td,.table-condensed>tfoot>tr>th,.table-condensed>thead>tr>td,.table-condensed>thead>tr>th{padding:5px}.table-bordered{border:1px solid #ddd}.table-bordered>tbody>tr>td,.table-bordered>tbody>tr>th,.table-bordered>tfoot>tr>td,.table-bordered>tfoot>tr>th,.table-bordered>thead>tr>td,.table-bordered>thead>tr>th{border:1px solid #ddd}.table-bordered>thead>tr>td,.table-bordered>thead>tr>th{border-bottom-width:2px}.table-striped>tbody>tr:nth-of-type(odd){background-color:#f9f9f9}.table-hover>tbody>tr:hover{background-color:#f5f5f5}table col[class*=col-]{position:static;display:table-column;float:none}table td[class*=col-],table th[class*=col-]{position:static;display:table-cell;float:none}.table>tbody>tr.active>td,.table>tbody>tr.active>th,.table>tbody>tr>td.active,.table>tbody>tr>th.active,.table>tfoot>tr.active>td,.table>tfoot>tr.active>th,.table>tfoot>tr>td.active,.table>tfoot>tr>th.active,.table>thead>tr.active>td,.table>thead>tr.active>th,.table>thead>tr>td.active,.table>thead>tr>th.active{background-color:#f5f5f5}.table-hover>tbody>tr.active:hover>td,.table-hover>tbody>tr.active:hover>th,.table-hover>tbody>tr:hover>.active,.table-hover>tbody>tr>td.active:hover,.table-hover>tbody>tr>th.active:hover{background-color:#e8e8e8}.table>tbody>tr.success>td,.table>tbody>tr.success>th,.table>tbody>tr>td.success,.table>tbody>tr>th.success,.table>tfoot>tr.success>td,.table>tfoot>tr.success>th,.table>tfoot>tr>td.success,.table>tfoot>tr>th.success,.table>thead>tr.success>td,.table>thead>tr.success>th,.table>thead>tr>td.success,.table>thead>tr>th.success{background-color:#dff0d8}.table-hover>tbody>tr.success:hover>td,.table-hover>tbody>tr.success:hover>th,.table-hover>tbody>tr:hover>.success,.table-hover>tbody>tr>td.success:hover,.table-hover>tbody>tr>th.success:hover{background-color:#d0e9c6}.table>tbody>tr.info>td,.table>tbody>tr.info>th,.table>tbody>tr>td.info,.table>tbody>tr>th.info,.table>tfoot>tr.info>td,.table>tfoot>tr.info>th,.table>tfoot>tr>td.info,.table>tfoot>tr>th.info,.table>thead>tr.info>td,.table>thead>tr.info>th,.table>thead>tr>td.info,.table>thead>tr>th.info{background-color:#d9edf7}.table-hover>tbody>tr.info:hover>td,.table-hover>tbody>tr.info:hover>th,.table-hover>tbody>tr:hover>.info,.table-hover>tbody>tr>td.info:hover,.table-hover>tbody>tr>th.info:hover{background-color:#c4e3f3}.table>tbody>tr.warning>td,.table>tbody>tr.warning>th,.table>tbody>tr>td.warning,.table>tbody>tr>th.warning,.table>tfoot>tr.warning>td,.table>tfoot>tr.warning>th,.table>tfoot>tr>td.warning,.table>tfoot>tr>th.warning,.table>thead>tr.warning>td,.table>thead>tr.warning>th,.table>thead>tr>td.warning,.table>thead>tr>th.warning{background-color:#fcf8e3}.table-hover>tbody>tr.warning:hover>td,.table-hover>tbody>tr.warning:hover>th,.table-hover>tbody>tr:hover>.warning,.table-hover>tbody>tr>td.warning:hover,.table-hover>tbody>tr>th.warning:hover{background-color:#faf2cc}.table>tbody>tr.danger>td,.table>tbody>tr.danger>th,.table>tbody>tr>td.danger,.table>tbody>tr>th.danger,.table>tfoot>tr.danger>td,.table>tfoot>tr.danger>th,.table>tfoot>tr>td.danger,.table>tfoot>tr>th.danger,.table>thead>tr.danger>td,.table>thead>tr.danger>th,.table>thead>tr>td.danger,.table>thead>tr>th.danger{background-color:#f2dede}.table-hover>tbody>tr.danger:hover>td,.table-hover>tbody>tr.danger:hover>th,.table-hover>tbody>tr:hover>.danger,.table-hover>tbody>tr>td.danger:hover,.table-hover>tbody>tr>th.danger:hover{background-color:#ebcccc}.table-responsive{min-height:.01%;overflow-x:auto}@media screen and (max-width:767px){.table-responsive{width:100%;margin-bottom:15px;overflow-y:hidden;-ms-overflow-style:-ms-autohiding-scrollbar;border:1px solid #ddd}.table-responsive>.table{margin-bottom:0}.table-responsive>.table>tbody>tr>td,.table-responsive>.table>tbody>tr>th,.table-responsive>.table>tfoot>tr>td,.table-responsive>.table>tfoot>tr>th,.table-responsive>.table>thead>tr>td,.table-responsive>.table>thead>tr>th{white-space:nowrap}.table-responsive>.table-bordered{border:0}.table-responsive>.table-bordered>tbody>tr>td:first-child,.table-responsive>.table-bordered>tbody>tr>th:first-child,.table-responsive>.table-bordered>tfoot>tr>td:first-child,.table-responsive>.table-bordered>tfoot>tr>th:first-child,.table-responsive>.table-bordered>thead>tr>td:first-child,.table-responsive>.table-bordered>thead>tr>th:first-child{border-left:0}.table-responsive>.table-bordered>tbody>tr>td:last-child,.table-responsive>.table-bordered>tbody>tr>th:last-child,.table-responsive>.table-bordered>tfoot>tr>td:last-child,.table-responsive>.table-bordered>tfoot>tr>th:last-child,.table-responsive>.table-bordered>thead>tr>td:last-child,.table-responsive>.table-bordered>thead>tr>th:last-child{border-right:0}.table-responsive>.table-bordered>tbody>tr:last-child>td,.table-responsive>.table-bordered>tbody>tr:last-child>th,.table-responsive>.table-bordered>tfoot>tr:last-child>td,.table-responsive>.table-bordered>tfoot>tr:last-child>th{border-bottom:0}}fieldset{min-width:0;padding:0;margin:0;border:0}legend{display:block;width:100%;padding:0;margin-bottom:20px;font-size:21px;line-height:inherit;color:#333;border:0;border-bottom:1px solid #e5e5e5}label{display:inline-block;max-width:100%;margin-bottom:5px;font-weight:700}input[type=search]{-webkit-box-sizing:border-box;-moz-box-sizing:border-box;box-sizing:border-box}input[type=checkbox],input[type=radio]{margin:4px 0 0;margin-top:1px\9;line-height:normal}input[type=file]{display:block}input[type=range]{display:block;width:100%}select[multiple],select[size]{height:auto}input[type=file]:focus,input[type=checkbox]:focus,input[type=radio]:focus{outline:thin dotted;outline:5px auto -webkit-focus-ring-color;outline-offset:-2px}output{display:block;padding-top:7px;font-size:14px;line-height:1.42857143;color:#555}.form-control{display:block;width:100%;height:34px;padding:6px 12px;font-size:14px;line-height:1.42857143;color:#555;background-color:#fff;background-image:none;border:1px solid #ccc;border-radius:4px;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,.075);box-shadow:inset 0 1px 1px rgba(0,0,0,.075);-webkit-transition:border-color ease-in-out .15s,-webkit-box-shadow ease-in-out .15s;-o-transition:border-color ease-in-out .15s,box-shadow ease-in-out .15s;transition:border-color ease-in-out .15s,box-shadow ease-in-out .15s}.form-control:focus{border-color:#66afe9;outline:0;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,.075),0 0 8px rgba(102,175,233,.6);box-shadow:inset 0 1px 1px rgba(0,0,0,.075),0 0 8px rgba(102,175,233,.6)}.form-control::-moz-placeholder{color:#999;opacity:1}.form-control:-ms-input-placeholder{color:#999}.form-control::-webkit-input-placeholder{color:#999}.form-control[disabled],.form-control[readonly],fieldset[disabled] .form-control{background-color:#eee;opacity:1}.form-control[disabled],fieldset[disabled] .form-control{cursor:not-allowed}textarea.form-control{height:auto}input[type=search]{-webkit-appearance:none}@media screen and (-webkit-min-device-pixel-ratio:0){input[type=date].form-control,input[type=time].form-control,input[type=datetime-local].form-control,input[type=month].form-control{line-height:34px}.input-group-sm input[type=date],.input-group-sm input[type=time],.input-group-sm input[type=datetime-local],.input-group-sm input[type=month],input[type=date].input-sm,input[type=time].input-sm,input[type=datetime-local].input-sm,input[type=month].input-sm{line-height:30px}.input-group-lg input[type=date],.input-group-lg input[type=time],.input-group-lg input[type=datetime-local],.input-group-lg input[type=month],input[type=date].input-lg,input[type=time].input-lg,input[type=datetime-local].input-lg,input[type=month].input-lg{line-height:46px}}.form-group{margin-bottom:15px}.checkbox,.radio{position:relative;display:block;margin-top:10px;margin-bottom:10px}.checkbox label,.radio label{min-height:20px;padding-left:20px;margin-bottom:0;font-weight:400;cursor:pointer}.checkbox input[type=checkbox],.checkbox-inline input[type=checkbox],.radio input[type=radio],.radio-inline input[type=radio]{position:absolute;margin-top:4px\9;margin-left:-20px}.checkbox+.checkbox,.radio+.radio{margin-top:-5px}.checkbox-inline,.radio-inline{position:relative;display:inline-block;padding-left:20px;margin-bottom:0;font-weight:400;vertical-align:middle;cursor:pointer}.checkbox-inline+.checkbox-inline,.radio-inline+.radio-inline{margin-top:0;margin-left:10px}fieldset[disabled] input[type=checkbox],fieldset[disabled] input[type=radio],input[type=checkbox].disabled,input[type=checkbox][disabled],input[type=radio].disabled,input[type=radio][disabled]{cursor:not-allowed}.checkbox-inline.disabled,.radio-inline.disabled,fieldset[disabled] .checkbox-inline,fieldset[disabled] .radio-inline{cursor:not-allowed}.checkbox.disabled label,.radio.disabled label,fieldset[disabled] .checkbox label,fieldset[disabled] .radio label{cursor:not-allowed}.form-control-static{min-height:34px;padding-top:7px;padding-bottom:7px;margin-bottom:0}.form-control-static.input-lg,.form-control-static.input-sm{padding-right:0;padding-left:0}.input-sm{height:30px;padding:5px 10px;font-size:12px;line-height:1.5;border-radius:3px}select.input-sm{height:30px;line-height:30px}select[multiple].input-sm,textarea.input-sm{height:auto}.form-group-sm .form-control{height:30px;padding:5px 10px;font-size:12px;line-height:1.5;border-radius:3px}.form-group-sm select.form-control{height:30px;line-height:30px}.form-group-sm select[multiple].form-control,.form-group-sm textarea.form-control{height:auto}.form-group-sm .form-control-static{height:30px;min-height:32px;padding:6px 10px;font-size:12px;line-height:1.5}.input-lg{height:46px;padding:10px 16px;font-size:18px;line-height:1.3333333;border-radius:6px}select.input-lg{height:46px;line-height:46px}select[multiple].input-lg,textarea.input-lg{height:auto}.form-group-lg .form-control{height:46px;padding:10px 16px;font-size:18px;line-height:1.3333333;border-radius:6px}.form-group-lg select.form-control{height:46px;line-height:46px}.form-group-lg select[multiple].form-control,.form-group-lg textarea.form-control{height:auto}.form-group-lg .form-control-static{height:46px;min-height:38px;padding:11px 16px;font-size:18px;line-height:1.3333333}.has-feedback{position:relative}.has-feedback .form-control{padding-right:42.5px}.form-control-feedback{position:absolute;top:0;right:0;z-index:2;display:block;width:34px;height:34px;line-height:34px;text-align:center;pointer-events:none}.form-group-lg .form-control+.form-control-feedback,.input-group-lg+.form-control-feedback,.input-lg+.form-control-feedback{width:46px;height:46px;line-height:46px}.form-group-sm .form-control+.form-control-feedback,.input-group-sm+.form-control-feedback,.input-sm+.form-control-feedback{width:30px;height:30px;line-height:30px}.has-success .checkbox,.has-success .checkbox-inline,.has-success .control-label,.has-success .help-block,.has-success .radio,.has-success .radio-inline,.has-success.checkbox label,.has-success.checkbox-inline label,.has-success.radio label,.has-success.radio-inline label{color:#3c763d}.has-success .form-control{border-color:#3c763d;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,.075);box-shadow:inset 0 1px 1px rgba(0,0,0,.075)}.has-success .form-control:focus{border-color:#2b542c;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,.075),0 0 6px #67b168;box-shadow:inset 0 1px 1px rgba(0,0,0,.075),0 0 6px #67b168}.has-success .input-group-addon{color:#3c763d;background-color:#dff0d8;border-color:#3c763d}.has-success .form-control-feedback{color:#3c763d}.has-warning .checkbox,.has-warning .checkbox-inline,.has-warning .control-label,.has-warning .help-block,.has-warning .radio,.has-warning .radio-inline,.has-warning.checkbox label,.has-warning.checkbox-inline label,.has-warning.radio label,.has-warning.radio-inline label{color:#8a6d3b}.has-warning .form-control{border-color:#8a6d3b;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,.075);box-shadow:inset 0 1px 1px rgba(0,0,0,.075)}.has-warning .form-control:focus{border-color:#66512c;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,.075),0 0 6px #c0a16b;box-shadow:inset 0 1px 1px rgba(0,0,0,.075),0 0 6px #c0a16b}.has-warning .input-group-addon{color:#8a6d3b;background-color:#fcf8e3;border-color:#8a6d3b}.has-warning .form-control-feedback{color:#8a6d3b}.has-error .checkbox,.has-error .checkbox-inline,.has-error .control-label,.has-error .help-block,.has-error .radio,.has-error .radio-inline,.has-error.checkbox label,.has-error.checkbox-inline label,.has-error.radio label,.has-error.radio-inline label{color:#a94442}.has-error .form-control{border-color:#a94442;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,.075);box-shadow:inset 0 1px 1px rgba(0,0,0,.075)}.has-error .form-control:focus{border-color:#843534;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,.075),0 0 6px #ce8483;box-shadow:inset 0 1px 1px rgba(0,0,0,.075),0 0 6px #ce8483}.has-error .input-group-addon{color:#a94442;background-color:#f2dede;border-color:#a94442}.has-error .form-control-feedback{color:#a94442}.has-feedback label~.form-control-feedback{top:25px}.has-feedback label.sr-only~.form-control-feedback{top:0}.help-block{display:block;margin-top:5px;margin-bottom:10px;color:#737373}@media (min-width:768px){.form-inline .form-group{display:inline-block;margin-bottom:0;vertical-align:middle}.form-inline .form-control{display:inline-block;width:auto;vertical-align:middle}.form-inline .form-control-static{display:inline-block}.form-inline .input-group{display:inline-table;vertical-align:middle}.form-inline .input-group .form-control,.form-inline .input-group .input-group-addon,.form-inline .input-group .input-group-btn{width:auto}.form-inline .input-group>.form-control{width:100%}.form-inline .control-label{margin-bottom:0;vertical-align:middle}.form-inline .checkbox,.form-inline .radio{display:inline-block;margin-top:0;margin-bottom:0;vertical-align:middle}.form-inline .checkbox label,.form-inline .radio label{padding-left:0}.form-inline .checkbox input[type=checkbox],.form-inline .radio input[type=radio]{position:relative;margin-left:0}.form-inline .has-feedback .form-control-feedback{top:0}}.form-horizontal .checkbox,.form-horizontal .checkbox-inline,.form-horizontal .radio,.form-horizontal .radio-inline{padding-top:7px;margin-top:0;margin-bottom:0}.form-horizontal .checkbox,.form-horizontal .radio{min-height:27px}.form-horizontal .form-group{margin-right:-15px;margin-left:-15px}@media (min-width:768px){.form-horizontal .control-label{padding-top:7px;margin-bottom:0;text-align:right}}.form-horizontal .has-feedback .form-control-feedback{right:15px}@media (min-width:768px){.form-horizontal .form-group-lg .control-label{padding-top:14.33px;font-size:18px}}@media (min-width:768px){.form-horizontal .form-group-sm .control-label{padding-top:6px;font-size:12px}}.btn{display:inline-block;padding:6px 12px;margin-bottom:0;font-size:14px;font-weight:400;line-height:1.42857143;text-align:center;white-space:nowrap;vertical-align:middle;-ms-touch-action:manipulation;touch-action:manipulation;cursor:pointer;-webkit-user-select:none;-moz-user-select:none;-ms-user-select:none;user-select:none;background-image:none;border:1px solid transparent;border-radius:4px}.btn.active.focus,.btn.active:focus,.btn.focus,.btn:active.focus,.btn:active:focus,.btn:focus{outline:thin dotted;outline:5px auto -webkit-focus-ring-color;outline-offset:-2px}.btn.focus,.btn:focus,.btn:hover{color:#333;text-decoration:none}.btn.active,.btn:active{background-image:none;outline:0;-webkit-box-shadow:inset 0 3px 5px rgba(0,0,0,.125);box-shadow:inset 0 3px 5px rgba(0,0,0,.125)}.btn.disabled,.btn[disabled],fieldset[disabled] .btn{cursor:not-allowed;filter:alpha(opacity=65);-webkit-box-shadow:none;box-shadow:none;opacity:.65}a.btn.disabled,fieldset[disabled] a.btn{pointer-events:none}.btn-default{color:#333;background-color:#fff;border-color:#ccc}.btn-default.focus,.btn-default:focus{color:#333;background-color:#e6e6e6;border-color:#8c8c8c}.btn-default:hover{color:#333;background-color:#e6e6e6;border-color:#adadad}.btn-default.active,.btn-default:active,.open>.dropdown-toggle.btn-default{color:#333;background-color:#e6e6e6;border-color:#adadad}.btn-default.active.focus,.btn-default.active:focus,.btn-default.active:hover,.btn-default:active.focus,.btn-default:active:focus,.btn-default:active:hover,.open>.dropdown-toggle.btn-default.focus,.open>.dropdown-toggle.btn-default:focus,.open>.dropdown-toggle.btn-default:hover{color:#333;background-color:#d4d4d4;border-color:#8c8c8c}.btn-default.active,.btn-default:active,.open>.dropdown-toggle.btn-default{background-image:none}.btn-default.disabled,.btn-default.disabled.active,.btn-default.disabled.focus,.btn-default.disabled:active,.btn-default.disabled:focus,.btn-default.disabled:hover,.btn-default[disabled],.btn-default[disabled].active,.btn-default[disabled].focus,.btn-default[disabled]:active,.btn-default[disabled]:focus,.btn-default[disabled]:hover,fieldset[disabled] .btn-default,fieldset[disabled] .btn-default.active,fieldset[disabled] .btn-default.focus,fieldset[disabled] .btn-default:active,fieldset[disabled] .btn-default:focus,fieldset[disabled] .btn-default:hover{background-color:#fff;border-color:#ccc}.btn-default .badge{color:#fff;background-color:#333}.btn-primary{color:#fff;background-color:#337ab7;border-color:#2e6da4}.btn-primary.focus,.btn-primary:focus{color:#fff;background-color:#286090;border-color:#122b40}.btn-primary:hover{color:#fff;background-color:#286090;border-color:#204d74}.btn-primary.active,.btn-primary:active,.open>.dropdown-toggle.btn-primary{color:#fff;background-color:#286090;border-color:#204d74}.btn-primary.active.focus,.btn-primary.active:focus,.btn-primary.active:hover,.btn-primary:active.focus,.btn-primary:active:focus,.btn-primary:active:hover,.open>.dropdown-toggle.btn-primary.focus,.open>.dropdown-toggle.btn-primary:focus,.open>.dropdown-toggle.btn-primary:hover{color:#fff;background-color:#204d74;border-color:#122b40}.btn-primary.active,.btn-primary:active,.open>.dropdown-toggle.btn-primary{background-image:none}.btn-primary.disabled,.btn-primary.disabled.active,.btn-primary.disabled.focus,.btn-primary.disabled:active,.btn-primary.disabled:focus,.btn-primary.disabled:hover,.btn-primary[disabled],.btn-primary[disabled].active,.btn-primary[disabled].focus,.btn-primary[disabled]:active,.btn-primary[disabled]:focus,.btn-primary[disabled]:hover,fieldset[disabled] .btn-primary,fieldset[disabled] .btn-primary.active,fieldset[disabled] .btn-primary.focus,fieldset[disabled] .btn-primary:active,fieldset[disabled] .btn-primary:focus,fieldset[disabled] .btn-primary:hover{background-color:#337ab7;border-color:#2e6da4}.btn-primary .badge{color:#337ab7;background-color:#fff}.btn-success{color:#fff;background-color:#5cb85c;border-color:#4cae4c}.btn-success.focus,.btn-success:focus{color:#fff;background-color:#449d44;border-color:#255625}.btn-success:hover{color:#fff;background-color:#449d44;border-color:#398439}.btn-success.active,.btn-success:active,.open>.dropdown-toggle.btn-success{color:#fff;background-color:#449d44;border-color:#398439}.btn-success.active.focus,.btn-success.active:focus,.btn-success.active:hover,.btn-success:active.focus,.btn-success:active:focus,.btn-success:active:hover,.open>.dropdown-toggle.btn-success.focus,.open>.dropdown-toggle.btn-success:focus,.open>.dropdown-toggle.btn-success:hover{color:#fff;background-color:#398439;border-color:#255625}.btn-success.active,.btn-success:active,.open>.dropdown-toggle.btn-success{background-image:none}.btn-success.disabled,.btn-success.disabled.active,.btn-success.disabled.focus,.btn-success.disabled:active,.btn-success.disabled:focus,.btn-success.disabled:hover,.btn-success[disabled],.btn-success[disabled].active,.btn-success[disabled].focus,.btn-success[disabled]:active,.btn-success[disabled]:focus,.btn-success[disabled]:hover,fieldset[disabled] .btn-success,fieldset[disabled] .btn-success.active,fieldset[disabled] .btn-success.focus,fieldset[disabled] .btn-success:active,fieldset[disabled] .btn-success:focus,fieldset[disabled] .btn-success:hover{background-color:#5cb85c;border-color:#4cae4c}.btn-success .badge{color:#5cb85c;background-color:#fff}.btn-info{color:#fff;background-color:#5bc0de;border-color:#46b8da}.btn-info.focus,.btn-info:focus{color:#fff;background-color:#31b0d5;border-color:#1b6d85}.btn-info:hover{color:#fff;background-color:#31b0d5;border-color:#269abc}.btn-info.active,.btn-info:active,.open>.dropdown-toggle.btn-info{color:#fff;background-color:#31b0d5;border-color:#269abc}.btn-info.active.focus,.btn-info.active:focus,.btn-info.active:hover,.btn-info:active.focus,.btn-info:active:focus,.btn-info:active:hover,.open>.dropdown-toggle.btn-info.focus,.open>.dropdown-toggle.btn-info:focus,.open>.dropdown-toggle.btn-info:hover{color:#fff;background-color:#269abc;border-color:#1b6d85}.btn-info.active,.btn-info:active,.open>.dropdown-toggle.btn-info{background-image:none}.btn-info.disabled,.btn-info.disabled.active,.btn-info.disabled.focus,.btn-info.disabled:active,.btn-info.disabled:focus,.btn-info.disabled:hover,.btn-info[disabled],.btn-info[disabled].active,.btn-info[disabled].focus,.btn-info[disabled]:active,.btn-info[disabled]:focus,.btn-info[disabled]:hover,fieldset[disabled] .btn-info,fieldset[disabled] .btn-info.active,fieldset[disabled] .btn-info.focus,fieldset[disabled] .btn-info:active,fieldset[disabled] .btn-info:focus,fieldset[disabled] .btn-info:hover{background-color:#5bc0de;border-color:#46b8da}.btn-info .badge{color:#5bc0de;background-color:#fff}.btn-warning{color:#fff;background-color:#f0ad4e;border-color:#eea236}.btn-warning.focus,.btn-warning:focus{color:#fff;background-color:#ec971f;border-color:#985f0d}.btn-warning:hover{color:#fff;background-color:#ec971f;border-color:#d58512}.btn-warning.active,.btn-warning:active,.open>.dropdown-toggle.btn-warning{color:#fff;background-color:#ec971f;border-color:#d58512}.btn-warning.active.focus,.btn-warning.active:focus,.btn-warning.active:hover,.btn-warning:active.focus,.btn-warning:active:focus,.btn-warning:active:hover,.open>.dropdown-toggle.btn-warning.focus,.open>.dropdown-toggle.btn-warning:focus,.open>.dropdown-toggle.btn-warning:hover{color:#fff;background-color:#d58512;border-color:#985f0d}.btn-warning.active,.btn-warning:active,.open>.dropdown-toggle.btn-warning{background-image:none}.btn-warning.disabled,.btn-warning.disabled.active,.btn-warning.disabled.focus,.btn-warning.disabled:active,.btn-warning.disabled:focus,.btn-warning.disabled:hover,.btn-warning[disabled],.btn-warning[disabled].active,.btn-warning[disabled].focus,.btn-warning[disabled]:active,.btn-warning[disabled]:focus,.btn-warning[disabled]:hover,fieldset[disabled] .btn-warning,fieldset[disabled] .btn-warning.active,fieldset[disabled] .btn-warning.focus,fieldset[disabled] .btn-warning:active,fieldset[disabled] .btn-warning:focus,fieldset[disabled] .btn-warning:hover{background-color:#f0ad4e;border-color:#eea236}.btn-warning .badge{color:#f0ad4e;background-color:#fff}.btn-danger{color:#fff;background-color:#d9534f;border-color:#d43f3a}.btn-danger.focus,.btn-danger:focus{color:#fff;background-color:#c9302c;border-color:#761c19}.btn-danger:hover{color:#fff;background-color:#c9302c;border-color:#ac2925}.btn-danger.active,.btn-danger:active,.open>.dropdown-toggle.btn-danger{color:#fff;background-color:#c9302c;border-color:#ac2925}.btn-danger.active.focus,.btn-danger.active:focus,.btn-danger.active:hover,.btn-danger:active.focus,.btn-danger:active:focus,.btn-danger:active:hover,.open>.dropdown-toggle.btn-danger.focus,.open>.dropdown-toggle.btn-danger:focus,.open>.dropdown-toggle.btn-danger:hover{color:#fff;background-color:#ac2925;border-color:#761c19}.btn-danger.active,.btn-danger:active,.open>.dropdown-toggle.btn-danger{background-image:none}.btn-danger.disabled,.btn-danger.disabled.active,.btn-danger.disabled.focus,.btn-danger.disabled:active,.btn-danger.disabled:focus,.btn-danger.disabled:hover,.btn-danger[disabled],.btn-danger[disabled].active,.btn-danger[disabled].focus,.btn-danger[disabled]:active,.btn-danger[disabled]:focus,.btn-danger[disabled]:hover,fieldset[disabled] .btn-danger,fieldset[disabled] .btn-danger.active,fieldset[disabled] .btn-danger.focus,fieldset[disabled] .btn-danger:active,fieldset[disabled] .btn-danger:focus,fieldset[disabled] .btn-danger:hover{background-color:#d9534f;border-color:#d43f3a}.btn-danger .badge{color:#d9534f;background-color:#fff}.btn-link{font-weight:400;color:#337ab7;border-radius:0}.btn-link,.btn-link.active,.btn-link:active,.btn-link[disabled],fieldset[disabled] .btn-link{background-color:transparent;-webkit-box-shadow:none;box-shadow:none}.btn-link,.btn-link:active,.btn-link:focus,.btn-link:hover{border-color:transparent}.btn-link:focus,.btn-link:hover{color:#23527c;text-decoration:underline;background-color:transparent}.btn-link[disabled]:focus,.btn-link[disabled]:hover,fieldset[disabled] .btn-link:focus,fieldset[disabled] .btn-link:hover{color:#777;text-decoration:none}.btn-group-lg>.btn,.btn-lg{padding:10px 16px;font-size:18px;line-height:1.3333333;border-radius:6px}.btn-group-sm>.btn,.btn-sm{padding:5px 10px;font-size:12px;line-height:1.5;border-radius:3px}.btn-group-xs>.btn,.btn-xs{padding:1px 5px;font-size:12px;line-height:1.5;border-radius:3px}.btn-block{display:block;width:100%}.btn-block+.btn-block{margin-top:5px}input[type=button].btn-block,input[type=reset].btn-block,input[type=submit].btn-block{width:100%}.fade{opacity:0;-webkit-transition:opacity .15s linear;-o-transition:opacity .15s linear;transition:opacity .15s linear}.fade.in{opacity:1}.collapse{display:none}.collapse.in{display:block}tr.collapse.in{display:table-row}tbody.collapse.in{display:table-row-group}.collapsing{position:relative;height:0;overflow:hidden;-webkit-transition-timing-function:ease;-o-transition-timing-function:ease;transition-timing-function:ease;-webkit-transition-duration:.35s;-o-transition-duration:.35s;transition-duration:.35s;-webkit-transition-property:height,visibility;-o-transition-property:height,visibility;transition-property:height,visibility}.caret{display:inline-block;width:0;height:0;margin-left:2px;vertical-align:middle;border-top:4px dashed;border-top:4px solid\9;border-right:4px solid transparent;border-left:4px solid transparent}.dropdown,.dropup{position:relative}.dropdown-toggle:focus{outline:0}.dropdown-menu{position:absolute;top:100%;left:0;z-index:1000;display:none;float:left;min-width:160px;padding:5px 0;margin:2px 0 0;font-size:14px;text-align:left;list-style:none;background-color:#fff;-webkit-background-clip:padding-box;background-clip:padding-box;border:1px solid #ccc;border:1px solid rgba(0,0,0,.15);border-radius:4px;-webkit-box-shadow:0 6px 12px rgba(0,0,0,.175);box-shadow:0 6px 12px rgba(0,0,0,.175)}.dropdown-menu.pull-right{right:0;left:auto}.dropdown-menu .divider{height:1px;margin:9px 0;overflow:hidden;background-color:#e5e5e5}.dropdown-menu>li>a{display:block;padding:3px 20px;clear:both;font-weight:400;line-height:1.42857143;color:#333;white-space:nowrap}.dropdown-menu>li>a:focus,.dropdown-menu>li>a:hover{color:#262626;text-decoration:none;background-color:#f5f5f5}.dropdown-menu>.active>a,.dropdown-menu>.active>a:focus,.dropdown-menu>.active>a:hover{color:#fff;text-decoration:none;background-color:#337ab7;outline:0}.dropdown-menu>.disabled>a,.dropdown-menu>.disabled>a:focus,.dropdown-menu>.disabled>a:hover{color:#777}.dropdown-menu>.disabled>a:focus,.dropdown-menu>.disabled>a:hover{text-decoration:none;cursor:not-allowed;background-color:transparent;background-image:none;filter:progid:DXImageTransform.Microsoft.gradient(enabled=false)}.open>.dropdown-menu{display:block}.open>a{outline:0}.dropdown-menu-right{right:0;left:auto}.dropdown-menu-left{right:auto;left:0}.dropdown-header{display:block;padding:3px 20px;font-size:12px;line-height:1.42857143;color:#777;white-space:nowrap}.dropdown-backdrop{position:fixed;top:0;right:0;bottom:0;left:0;z-index:990}.pull-right>.dropdown-menu{right:0;left:auto}.dropup .caret,.navbar-fixed-bottom .dropdown .caret{content:"";border-top:0;border-bottom:4px dashed;border-bottom:4px solid\9}.dropup .dropdown-menu,.navbar-fixed-bottom .dropdown .dropdown-menu{top:auto;bottom:100%;margin-bottom:2px}@media (min-width:768px){.navbar-right .dropdown-menu{right:0;left:auto}.navbar-right .dropdown-menu-left{right:auto;left:0}}.btn-group,.btn-group-vertical{position:relative;display:inline-block;vertical-align:middle}.btn-group-vertical>.btn,.btn-group>.btn{position:relative;float:left}.btn-group-vertical>.btn.active,.btn-group-vertical>.btn:active,.btn-group-vertical>.btn:focus,.btn-group-vertical>.btn:hover,.btn-group>.btn.active,.btn-group>.btn:active,.btn-group>.btn:focus,.btn-group>.btn:hover{z-index:2}.btn-group .btn+.btn,.btn-group .btn+.btn-group,.btn-group .btn-group+.btn,.btn-group .btn-group+.btn-group{margin-left:-1px}.btn-toolbar{margin-left:-5px}.btn-toolbar .btn,.btn-toolbar .btn-group,.btn-toolbar .input-group{float:left}.btn-toolbar>.btn,.btn-toolbar>.btn-group,.btn-toolbar>.input-group{margin-left:5px}.btn-group>.btn:not(:first-child):not(:last-child):not(.dropdown-toggle){border-radius:0}.btn-group>.btn:first-child{margin-left:0}.btn-group>.btn:first-child:not(:last-child):not(.dropdown-toggle){border-top-right-radius:0;border-bottom-right-radius:0}.btn-group>.btn:last-child:not(:first-child),.btn-group>.dropdown-toggle:not(:first-child){border-top-left-radius:0;border-bottom-left-radius:0}.btn-group>.btn-group{float:left}.btn-group>.btn-group:not(:first-child):not(:last-child)>.btn{border-radius:0}.btn-group>.btn-group:first-child:not(:last-child)>.btn:last-child,.btn-group>.btn-group:first-child:not(:last-child)>.dropdown-toggle{border-top-right-radius:0;border-bottom-right-radius:0}.btn-group>.btn-group:last-child:not(:first-child)>.btn:first-child{border-top-left-radius:0;border-bottom-left-radius:0}.btn-group .dropdown-toggle:active,.btn-group.open .dropdown-toggle{outline:0}.btn-group>.btn+.dropdown-toggle{padding-right:8px;padding-left:8px}.btn-group>.btn-lg+.dropdown-toggle{padding-right:12px;padding-left:12px}.btn-group.open .dropdown-toggle{-webkit-box-shadow:inset 0 3px 5px rgba(0,0,0,.125);box-shadow:inset 0 3px 5px rgba(0,0,0,.125)}.btn-group.open .dropdown-toggle.btn-link{-webkit-box-shadow:none;box-shadow:none}.btn .caret{margin-left:0}.btn-lg .caret{border-width:5px 5px 0;border-bottom-width:0}.dropup .btn-lg .caret{border-width:0 5px 5px}.btn-group-vertical>.btn,.btn-group-vertical>.btn-group,.btn-group-vertical>.btn-group>.btn{display:block;float:none;width:100%;max-width:100%}.btn-group-vertical>.btn-group>.btn{float:none}.btn-group-vertical>.btn+.btn,.btn-group-vertical>.btn+.btn-group,.btn-group-vertical>.btn-group+.btn,.btn-group-vertical>.btn-group+.btn-group{margin-top:-1px;margin-left:0}.btn-group-vertical>.btn:not(:first-child):not(:last-child){border-radius:0}.btn-group-vertical>.btn:first-child:not(:last-child){border-top-right-radius:4px;border-bottom-right-radius:0;border-bottom-left-radius:0}.btn-group-vertical>.btn:last-child:not(:first-child){border-top-left-radius:0;border-top-right-radius:0;border-bottom-left-radius:4px}.btn-group-vertical>.btn-group:not(:first-child):not(:last-child)>.btn{border-radius:0}.btn-group-vertical>.btn-group:first-child:not(:last-child)>.btn:last-child,.btn-group-vertical>.btn-group:first-child:not(:last-child)>.dropdown-toggle{border-bottom-right-radius:0;border-bottom-left-radius:0}.btn-group-vertical>.btn-group:last-child:not(:first-child)>.btn:first-child{border-top-left-radius:0;border-top-right-radius:0}.btn-group-justified{display:table;width:100%;table-layout:fixed;border-collapse:separate}.btn-group-justified>.btn,.btn-group-justified>.btn-group{display:table-cell;float:none;width:1%}.btn-group-justified>.btn-group .btn{width:100%}.btn-group-justified>.btn-group .dropdown-menu{left:auto}[data-toggle=buttons]>.btn input[type=checkbox],[data-toggle=buttons]>.btn input[type=radio],[data-toggle=buttons]>.btn-group>.btn input[type=checkbox],[data-toggle=buttons]>.btn-group>.btn input[type=radio]{position:absolute;clip:rect(0,0,0,0);pointer-events:none}.input-group{position:relative;display:table;border-collapse:separate}.input-group[class*=col-]{float:none;padding-right:0;padding-left:0}.input-group .form-control{position:relative;z-index:2;float:left;width:100%;margin-bottom:0}.input-group-lg>.form-control,.input-group-lg>.input-group-addon,.input-group-lg>.input-group-btn>.btn{height:46px;padding:10px 16px;font-size:18px;line-height:1.3333333;border-radius:6px}select.input-group-lg>.form-control,select.input-group-lg>.input-group-addon,select.input-group-lg>.input-group-btn>.btn{height:46px;line-height:46px}select[multiple].input-group-lg>.form-control,select[multiple].input-group-lg>.input-group-addon,select[multiple].input-group-lg>.input-group-btn>.btn,textarea.input-group-lg>.form-control,textarea.input-group-lg>.input-group-addon,textarea.input-group-lg>.input-group-btn>.btn{height:auto}.input-group-sm>.form-control,.input-group-sm>.input-group-addon,.input-group-sm>.input-group-btn>.btn{height:30px;padding:5px 10px;font-size:12px;line-height:1.5;border-radius:3px}select.input-group-sm>.form-control,select.input-group-sm>.input-group-addon,select.input-group-sm>.input-group-btn>.btn{height:30px;line-height:30px}select[multiple].input-group-sm>.form-control,select[multiple].input-group-sm>.input-group-addon,select[multiple].input-group-sm>.input-group-btn>.btn,textarea.input-group-sm>.form-control,textarea.input-group-sm>.input-group-addon,textarea.input-group-sm>.input-group-btn>.btn{height:auto}.input-group .form-control,.input-group-addon,.input-group-btn{display:table-cell}.input-group .form-control:not(:first-child):not(:last-child),.input-group-addon:not(:first-child):not(:last-child),.input-group-btn:not(:first-child):not(:last-child){border-radius:0}.input-group-addon,.input-group-btn{width:1%;white-space:nowrap;vertical-align:middle}.input-group-addon{padding:6px 12px;font-size:14px;font-weight:400;line-height:1;color:#555;text-align:center;background-color:#eee;border:1px solid #ccc;border-radius:4px}.input-group-addon.input-sm{padding:5px 10px;font-size:12px;border-radius:3px}.input-group-addon.input-lg{padding:10px 16px;font-size:18px;border-radius:6px}.input-group-addon input[type=checkbox],.input-group-addon input[type=radio]{margin-top:0}.input-group .form-control:first-child,.input-group-addon:first-child,.input-group-btn:first-child>.btn,.input-group-btn:first-child>.btn-group>.btn,.input-group-btn:first-child>.dropdown-toggle,.input-group-btn:last-child>.btn-group:not(:last-child)>.btn,.input-group-btn:last-child>.btn:not(:last-child):not(.dropdown-toggle){border-top-right-radius:0;border-bottom-right-radius:0}.input-group-addon:first-child{border-right:0}.input-group .form-control:last-child,.input-group-addon:last-child,.input-group-btn:first-child>.btn-group:not(:first-child)>.btn,.input-group-btn:first-child>.btn:not(:first-child),.input-group-btn:last-child>.btn,.input-group-btn:last-child>.btn-group>.btn,.input-group-btn:last-child>.dropdown-toggle{border-top-left-radius:0;border-bottom-left-radius:0}.input-group-addon:last-child{border-left:0}.input-group-btn{position:relative;font-size:0;white-space:nowrap}.input-group-btn>.btn{position:relative}.input-group-btn>.btn+.btn{margin-left:-1px}.input-group-btn>.btn:active,.input-group-btn>.btn:focus,.input-group-btn>.btn:hover{z-index:2}.input-group-btn:first-child>.btn,.input-group-btn:first-child>.btn-group{margin-right:-1px}.input-group-btn:last-child>.btn,.input-group-btn:last-child>.btn-group{z-index:2;margin-left:-1px}.nav{padding-left:0;margin-bottom:0;list-style:none}.nav>li{position:relative;display:block}.nav>li>a{position:relative;display:block;padding:10px 15px}.nav>li>a:focus,.nav>li>a:hover{text-decoration:none;background-color:#eee}.nav>li.disabled>a{color:#777}.nav>li.disabled>a:focus,.nav>li.disabled>a:hover{color:#777;text-decoration:none;cursor:not-allowed;background-color:transparent}.nav .open>a,.nav .open>a:focus,.nav .open>a:hover{background-color:#eee;border-color:#337ab7}.nav .nav-divider{height:1px;margin:9px 0;overflow:hidden;background-color:#e5e5e5}.nav>li>a>img{max-width:none}.nav-tabs{border-bottom:1px solid #ddd}.nav-tabs>li{float:left;margin-bottom:-1px}.nav-tabs>li>a{margin-right:2px;line-height:1.42857143;border:1px solid transparent;border-radius:4px 4px 0 0}.nav-tabs>li>a:hover{border-color:#eee #eee #ddd}.nav-tabs>li.active>a,.nav-tabs>li.active>a:focus,.nav-tabs>li.active>a:hover{color:#555;cursor:default;background-color:#fff;border:1px solid #ddd;border-bottom-color:transparent}.nav-tabs.nav-justified{width:100%;border-bottom:0}.nav-tabs.nav-justified>li{float:none}.nav-tabs.nav-justified>li>a{margin-bottom:5px;text-align:center}.nav-tabs.nav-justified>.dropdown .dropdown-menu{top:auto;left:auto}@media (min-width:768px){.nav-tabs.nav-justified>li{display:table-cell;width:1%}.nav-tabs.nav-justified>li>a{margin-bottom:0}}.nav-tabs.nav-justified>li>a{margin-right:0;border-radius:4px}.nav-tabs.nav-justified>.active>a,.nav-tabs.nav-justified>.active>a:focus,.nav-tabs.nav-justified>.active>a:hover{border:1px solid #ddd}@media (min-width:768px){.nav-tabs.nav-justified>li>a{border-bottom:1px solid #ddd;border-radius:4px 4px 0 0}.nav-tabs.nav-justified>.active>a,.nav-tabs.nav-justified>.active>a:focus,.nav-tabs.nav-justified>.active>a:hover{border-bottom-color:#fff}}.nav-pills>li{float:left}.nav-pills>li>a{border-radius:4px}.nav-pills>li+li{margin-left:2px}.nav-pills>li.active>a,.nav-pills>li.active>a:focus,.nav-pills>li.active>a:hover{color:#fff;background-color:#337ab7}.nav-stacked>li{float:none}.nav-stacked>li+li{margin-top:2px;margin-left:0}.nav-justified{width:100%}.nav-justified>li{float:none}.nav-justified>li>a{margin-bottom:5px;text-align:center}.nav-justified>.dropdown .dropdown-menu{top:auto;left:auto}@media (min-width:768px){.nav-justified>li{display:table-cell;width:1%}.nav-justified>li>a{margin-bottom:0}}.nav-tabs-justified{border-bottom:0}.nav-tabs-justified>li>a{margin-right:0;border-radius:4px}.nav-tabs-justified>.active>a,.nav-tabs-justified>.active>a:focus,.nav-tabs-justified>.active>a:hover{border:1px solid #ddd}@media (min-width:768px){.nav-tabs-justified>li>a{border-bottom:1px solid #ddd;border-radius:4px 4px 0 0}.nav-tabs-justified>.active>a,.nav-tabs-justified>.active>a:focus,.nav-tabs-justified>.active>a:hover{border-bottom-color:#fff}}.tab-content>.tab-pane{display:none}.tab-content>.active{display:block}.nav-tabs .dropdown-menu{margin-top:-1px;border-top-left-radius:0;border-top-right-radius:0}.navbar{position:relative;min-height:50px;margin-bottom:20px;border:1px solid transparent}@media (min-width:768px){.navbar{border-radius:4px}}@media (min-width:768px){.navbar-header{float:left}}.navbar-collapse{padding-right:15px;padding-left:15px;overflow-x:visible;-webkit-overflow-scrolling:touch;border-top:1px solid transparent;-webkit-box-shadow:inset 0 1px 0 rgba(255,255,255,.1);box-shadow:inset 0 1px 0 rgba(255,255,255,.1)}.navbar-collapse.in{overflow-y:auto}@media (min-width:768px){.navbar-collapse{width:auto;border-top:0;-webkit-box-shadow:none;box-shadow:none}.navbar-collapse.collapse{display:block!important;height:auto!important;padding-bottom:0;overflow:visible!important}.navbar-collapse.in{overflow-y:visible}.navbar-fixed-bottom .navbar-collapse,.navbar-fixed-top .navbar-collapse,.navbar-static-top .navbar-collapse{padding-right:0;padding-left:0}}.navbar-fixed-bottom .navbar-collapse,.navbar-fixed-top .navbar-collapse{max-height:340px}@media (max-device-width:480px) and (orientation:landscape){.navbar-fixed-bottom .navbar-collapse,.navbar-fixed-top .navbar-collapse{max-height:200px}}.container-fluid>.navbar-collapse,.container-fluid>.navbar-header,.container>.navbar-collapse,.container>.navbar-header{margin-right:-15px;margin-left:-15px}@media (min-width:768px){.container-fluid>.navbar-collapse,.container-fluid>.navbar-header,.container>.navbar-collapse,.container>.navbar-header{margin-right:0;margin-left:0}}.navbar-static-top{z-index:1000;border-width:0 0 1px}@media (min-width:768px){.navbar-static-top{border-radius:0}}.navbar-fixed-bottom,.navbar-fixed-top{position:fixed;right:0;left:0;z-index:1030}@media (min-width:768px){.navbar-fixed-bottom,.navbar-fixed-top{border-radius:0}}.navbar-fixed-top{top:0;border-width:0 0 1px}.navbar-fixed-bottom{bottom:0;margin-bottom:0;border-width:1px 0 0}.navbar-brand{float:left;height:50px;padding:15px 15px;font-size:18px;line-height:20px}.navbar-brand:focus,.navbar-brand:hover{text-decoration:none}.navbar-brand>img{display:block}@media (min-width:768px){.navbar>.container .navbar-brand,.navbar>.container-fluid .navbar-brand{margin-left:-15px}}.navbar-toggle{position:relative;float:right;padding:9px 10px;margin-top:8px;margin-right:15px;margin-bottom:8px;background-color:transparent;background-image:none;border:1px solid transparent;border-radius:4px}.navbar-toggle:focus{outline:0}.navbar-toggle .icon-bar{display:block;width:22px;height:2px;border-radius:1px}.navbar-toggle .icon-bar+.icon-bar{margin-top:4px}@media (min-width:768px){.navbar-toggle{display:none}}.navbar-nav{margin:7.5px -15px}.navbar-nav>li>a{padding-top:10px;padding-bottom:10px;line-height:20px}@media (max-width:767px){.navbar-nav .open .dropdown-menu{position:static;float:none;width:auto;margin-top:0;background-color:transparent;border:0;-webkit-box-shadow:none;box-shadow:none}.navbar-nav .open .dropdown-menu .dropdown-header,.navbar-nav .open .dropdown-menu>li>a{padding:5px 15px 5px 25px}.navbar-nav .open .dropdown-menu>li>a{line-height:20px}.navbar-nav .open .dropdown-menu>li>a:focus,.navbar-nav .open .dropdown-menu>li>a:hover{background-image:none}}@media (min-width:768px){.navbar-nav{float:left;margin:0}.navbar-nav>li{float:left}.navbar-nav>li>a{padding-top:15px;padding-bottom:15px}}.navbar-form{padding:10px 15px;margin-top:8px;margin-right:-15px;margin-bottom:8px;margin-left:-15px;border-top:1px solid transparent;border-bottom:1px solid transparent;-webkit-box-shadow:inset 0 1px 0 rgba(255,255,255,.1),0 1px 0 rgba(255,255,255,.1);box-shadow:inset 0 1px 0 rgba(255,255,255,.1),0 1px 0 rgba(255,255,255,.1)}@media (min-width:768px){.navbar-form .form-group{display:inline-block;margin-bottom:0;vertical-align:middle}.navbar-form .form-control{display:inline-block;width:auto;vertical-align:middle}.navbar-form .form-control-static{display:inline-block}.navbar-form .input-group{display:inline-table;vertical-align:middle}.navbar-form .input-group .form-control,.navbar-form .input-group .input-group-addon,.navbar-form .input-group .input-group-btn{width:auto}.navbar-form .input-group>.form-control{width:100%}.navbar-form .control-label{margin-bottom:0;vertical-align:middle}.navbar-form .checkbox,.navbar-form .radio{display:inline-block;margin-top:0;margin-bottom:0;vertical-align:middle}.navbar-form .checkbox label,.navbar-form .radio label{padding-left:0}.navbar-form .checkbox input[type=checkbox],.navbar-form .radio input[type=radio]{position:relative;margin-left:0}.navbar-form .has-feedback .form-control-feedback{top:0}}@media (max-width:767px){.navbar-form .form-group{margin-bottom:5px}.navbar-form .form-group:last-child{margin-bottom:0}}@media (min-width:768px){.navbar-form{width:auto;padding-top:0;padding-bottom:0;margin-right:0;margin-left:0;border:0;-webkit-box-shadow:none;box-shadow:none}}.navbar-nav>li>.dropdown-menu{margin-top:0;border-top-left-radius:0;border-top-right-radius:0}.navbar-fixed-bottom .navbar-nav>li>.dropdown-menu{margin-bottom:0;border-top-left-radius:4px;border-top-right-radius:4px;border-bottom-right-radius:0;border-bottom-left-radius:0}.navbar-btn{margin-top:8px;margin-bottom:8px}.navbar-btn.btn-sm{margin-top:10px;margin-bottom:10px}.navbar-btn.btn-xs{margin-top:14px;margin-bottom:14px}.navbar-text{margin-top:15px;margin-bottom:15px}@media (min-width:768px){.navbar-text{float:left;margin-right:15px;margin-left:15px}}@media (min-width:768px){.navbar-left{float:left!important}.navbar-right{float:right!important;margin-right:-15px}.navbar-right~.navbar-right{margin-right:0}}.navbar-default{background-color:#f8f8f8;border-color:#e7e7e7}.navbar-default .navbar-brand{color:#777}.navbar-default .navbar-brand:focus,.navbar-default .navbar-brand:hover{color:#5e5e5e;background-color:transparent}.navbar-default .navbar-text{color:#777}.navbar-default .navbar-nav>li>a{color:#777}.navbar-default .navbar-nav>li>a:focus,.navbar-default .navbar-nav>li>a:hover{color:#333;background-color:transparent}.navbar-default .navbar-nav>.active>a,.navbar-default .navbar-nav>.active>a:focus,.navbar-default .navbar-nav>.active>a:hover{color:#555;background-color:#e7e7e7}.navbar-default .navbar-nav>.disabled>a,.navbar-default .navbar-nav>.disabled>a:focus,.navbar-default .navbar-nav>.disabled>a:hover{color:#ccc;background-color:transparent}.navbar-default .navbar-toggle{border-color:#ddd}.navbar-default .navbar-toggle:focus,.navbar-default .navbar-toggle:hover{background-color:#ddd}.navbar-default .navbar-toggle .icon-bar{background-color:#888}.navbar-default .navbar-collapse,.navbar-default .navbar-form{border-color:#e7e7e7}.navbar-default .navbar-nav>.open>a,.navbar-default .navbar-nav>.open>a:focus,.navbar-default .navbar-nav>.open>a:hover{color:#555;background-color:#e7e7e7}@media (max-width:767px){.navbar-default .navbar-nav .open .dropdown-menu>li>a{color:#777}.navbar-default .navbar-nav .open .dropdown-menu>li>a:focus,.navbar-default .navbar-nav .open .dropdown-menu>li>a:hover{color:#333;background-color:transparent}.navbar-default .navbar-nav .open .dropdown-menu>.active>a,.navbar-default .navbar-nav .open .dropdown-menu>.active>a:focus,.navbar-default .navbar-nav .open .dropdown-menu>.active>a:hover{color:#555;background-color:#e7e7e7}.navbar-default .navbar-nav .open .dropdown-menu>.disabled>a,.navbar-default .navbar-nav .open .dropdown-menu>.disabled>a:focus,.navbar-default .navbar-nav .open .dropdown-menu>.disabled>a:hover{color:#ccc;background-color:transparent}}.navbar-default .navbar-link{color:#777}.navbar-default .navbar-link:hover{color:#333}.navbar-default .btn-link{color:#777}.navbar-default .btn-link:focus,.navbar-default .btn-link:hover{color:#333}.navbar-default .btn-link[disabled]:focus,.navbar-default .btn-link[disabled]:hover,fieldset[disabled] .navbar-default .btn-link:focus,fieldset[disabled] .navbar-default .btn-link:hover{color:#ccc}.navbar-inverse{background-color:#222;border-color:#080808}.navbar-inverse .navbar-brand{color:#9d9d9d}.navbar-inverse .navbar-brand:focus,.navbar-inverse .navbar-brand:hover{color:#fff;background-color:transparent}.navbar-inverse .navbar-text{color:#9d9d9d}.navbar-inverse .navbar-nav>li>a{color:#9d9d9d}.navbar-inverse .navbar-nav>li>a:focus,.navbar-inverse .navbar-nav>li>a:hover{color:#fff;background-color:transparent}.navbar-inverse .navbar-nav>.active>a,.navbar-inverse .navbar-nav>.active>a:focus,.navbar-inverse .navbar-nav>.active>a:hover{color:#fff;background-color:#080808}.navbar-inverse .navbar-nav>.disabled>a,.navbar-inverse .navbar-nav>.disabled>a:focus,.navbar-inverse .navbar-nav>.disabled>a:hover{color:#444;background-color:transparent}.navbar-inverse .navbar-toggle{border-color:#333}.navbar-inverse .navbar-toggle:focus,.navbar-inverse .navbar-toggle:hover{background-color:#333}.navbar-inverse .navbar-toggle .icon-bar{background-color:#fff}.navbar-inverse .navbar-collapse,.navbar-inverse .navbar-form{border-color:#101010}.navbar-inverse .navbar-nav>.open>a,.navbar-inverse .navbar-nav>.open>a:focus,.navbar-inverse .navbar-nav>.open>a:hover{color:#fff;background-color:#080808}@media (max-width:767px){.navbar-inverse .navbar-nav .open .dropdown-menu>.dropdown-header{border-color:#080808}.navbar-inverse .navbar-nav .open .dropdown-menu .divider{background-color:#080808}.navbar-inverse .navbar-nav .open .dropdown-menu>li>a{color:#9d9d9d}.navbar-inverse .navbar-nav .open .dropdown-menu>li>a:focus,.navbar-inverse .navbar-nav .open .dropdown-menu>li>a:hover{color:#fff;background-color:transparent}.navbar-inverse .navbar-nav .open .dropdown-menu>.active>a,.navbar-inverse .navbar-nav .open .dropdown-menu>.active>a:focus,.navbar-inverse .navbar-nav .open .dropdown-menu>.active>a:hover{color:#fff;background-color:#080808}.navbar-inverse .navbar-nav .open .dropdown-menu>.disabled>a,.navbar-inverse .navbar-nav .open .dropdown-menu>.disabled>a:focus,.navbar-inverse .navbar-nav .open .dropdown-menu>.disabled>a:hover{color:#444;background-color:transparent}}.navbar-inverse .navbar-link{color:#9d9d9d}.navbar-inverse .navbar-link:hover{color:#fff}.navbar-inverse .btn-link{color:#9d9d9d}.navbar-inverse .btn-link:focus,.navbar-inverse .btn-link:hover{color:#fff}.navbar-inverse .btn-link[disabled]:focus,.navbar-inverse .btn-link[disabled]:hover,fieldset[disabled] .navbar-inverse .btn-link:focus,fieldset[disabled] .navbar-inverse .btn-link:hover{color:#444}.breadcrumb{padding:8px 15px;margin-bottom:20px;list-style:none;background-color:#f5f5f5;border-radius:4px}.breadcrumb>li{display:inline-block}.breadcrumb>li+li:before{padding:0 5px;color:#ccc;content:"/\00a0"}.breadcrumb>.active{color:#777}.pagination{display:inline-block;padding-left:0;margin:20px 0;border-radius:4px}.pagination>li{display:inline}.pagination>li>a,.pagination>li>span{position:relative;float:left;padding:6px 12px;margin-left:-1px;line-height:1.42857143;color:#337ab7;text-decoration:none;background-color:#fff;border:1px solid #ddd}.pagination>li:first-child>a,.pagination>li:first-child>span{margin-left:0;border-top-left-radius:4px;border-bottom-left-radius:4px}.pagination>li:last-child>a,.pagination>li:last-child>span{border-top-right-radius:4px;border-bottom-right-radius:4px}.pagination>li>a:focus,.pagination>li>a:hover,.pagination>li>span:focus,.pagination>li>span:hover{z-index:3;color:#23527c;background-color:#eee;border-color:#ddd}.pagination>.active>a,.pagination>.active>a:focus,.pagination>.active>a:hover,.pagination>.active>span,.pagination>.active>span:focus,.pagination>.active>span:hover{z-index:2;color:#fff;cursor:default;background-color:#337ab7;border-color:#337ab7}.pagination>.disabled>a,.pagination>.disabled>a:focus,.pagination>.disabled>a:hover,.pagination>.disabled>span,.pagination>.disabled>span:focus,.pagination>.disabled>span:hover{color:#777;cursor:not-allowed;background-color:#fff;border-color:#ddd}.pagination-lg>li>a,.pagination-lg>li>span{padding:10px 16px;font-size:18px;line-height:1.3333333}.pagination-lg>li:first-child>a,.pagination-lg>li:first-child>span{border-top-left-radius:6px;border-bottom-left-radius:6px}.pagination-lg>li:last-child>a,.pagination-lg>li:last-child>span{border-top-right-radius:6px;border-bottom-right-radius:6px}.pagination-sm>li>a,.pagination-sm>li>span{padding:5px 10px;font-size:12px;line-height:1.5}.pagination-sm>li:first-child>a,.pagination-sm>li:first-child>span{border-top-left-radius:3px;border-bottom-left-radius:3px}.pagination-sm>li:last-child>a,.pagination-sm>li:last-child>span{border-top-right-radius:3px;border-bottom-right-radius:3px}.pager{padding-left:0;margin:20px 0;text-align:center;list-style:none}.pager li{display:inline}.pager li>a,.pager li>span{display:inline-block;padding:5px 14px;background-color:#fff;border:1px solid #ddd;border-radius:15px}.pager li>a:focus,.pager li>a:hover{text-decoration:none;background-color:#eee}.pager .next>a,.pager .next>span{float:right}.pager .previous>a,.pager .previous>span{float:left}.pager .disabled>a,.pager .disabled>a:focus,.pager .disabled>a:hover,.pager .disabled>span{color:#777;cursor:not-allowed;background-color:#fff}.label{display:inline;padding:.2em .6em .3em;font-size:75%;font-weight:700;line-height:1;color:#fff;text-align:center;white-space:nowrap;vertical-align:baseline;border-radius:.25em}a.label:focus,a.label:hover{color:#fff;text-decoration:none;cursor:pointer}.label:empty{display:none}.btn .label{position:relative;top:-1px}.label-default{background-color:#777}.label-default[href]:focus,.label-default[href]:hover{background-color:#5e5e5e}.label-primary{background-color:#337ab7}.label-primary[href]:focus,.label-primary[href]:hover{background-color:#286090}.label-success{background-color:#5cb85c}.label-success[href]:focus,.label-success[href]:hover{background-color:#449d44}.label-info{background-color:#5bc0de}.label-info[href]:focus,.label-info[href]:hover{background-color:#31b0d5}.label-warning{background-color:#f0ad4e}.label-warning[href]:focus,.label-warning[href]:hover{background-color:#ec971f}.label-danger{background-color:#d9534f}.label-danger[href]:focus,.label-danger[href]:hover{background-color:#c9302c}.badge{display:inline-block;min-width:10px;padding:3px 7px;font-size:12px;font-weight:700;line-height:1;color:#fff;text-align:center;white-space:nowrap;vertical-align:middle;background-color:#777;border-radius:10px}.badge:empty{display:none}.btn .badge{position:relative;top:-1px}.btn-group-xs>.btn .badge,.btn-xs .badge{top:0;padding:1px 5px}a.badge:focus,a.badge:hover{color:#fff;text-decoration:none;cursor:pointer}.list-group-item.active>.badge,.nav-pills>.active>a>.badge{color:#337ab7;background-color:#fff}.list-group-item>.badge{float:right}.list-group-item>.badge+.badge{margin-right:5px}.nav-pills>li>a>.badge{margin-left:3px}.jumbotron{padding-top:30px;padding-bottom:30px;margin-bottom:30px;color:inherit;background-color:#eee}.jumbotron .h1,.jumbotron h1{color:inherit}.jumbotron p{margin-bottom:15px;font-size:21px;font-weight:200}.jumbotron>hr{border-top-color:#d5d5d5}.container .jumbotron,.container-fluid .jumbotron{border-radius:6px}.jumbotron .container{max-width:100%}@media screen and (min-width:768px){.jumbotron{padding-top:48px;padding-bottom:48px}.container .jumbotron,.container-fluid .jumbotron{padding-right:60px;padding-left:60px}.jumbotron .h1,.jumbotron h1{font-size:63px}}.thumbnail{display:block;padding:4px;margin-bottom:20px;line-height:1.42857143;background-color:#fff;border:1px solid #ddd;border-radius:4px;-webkit-transition:border .2s ease-in-out;-o-transition:border .2s ease-in-out;transition:border .2s ease-in-out}.thumbnail a>img,.thumbnail>img{margin-right:auto;margin-left:auto}a.thumbnail.active,a.thumbnail:focus,a.thumbnail:hover{border-color:#337ab7}.thumbnail .caption{padding:9px;color:#333}.alert{padding:15px;margin-bottom:20px;border:1px solid transparent;border-radius:4px}.alert h4{margin-top:0;color:inherit}.alert .alert-link{font-weight:700}.alert>p,.alert>ul{margin-bottom:0}.alert>p+p{margin-top:5px}.alert-dismissable,.alert-dismissible{padding-right:35px}.alert-dismissable .close,.alert-dismissible .close{position:relative;top:-2px;right:-21px;color:inherit}.alert-success{color:#3c763d;background-color:#dff0d8;border-color:#d6e9c6}.alert-success hr{border-top-color:#c9e2b3}.alert-success .alert-link{color:#2b542c}.alert-info{color:#31708f;background-color:#d9edf7;border-color:#bce8f1}.alert-info hr{border-top-color:#a6e1ec}.alert-info .alert-link{color:#245269}.alert-warning{color:#8a6d3b;background-color:#fcf8e3;border-color:#faebcc}.alert-warning hr{border-top-color:#f7e1b5}.alert-warning .alert-link{color:#66512c}.alert-danger{color:#a94442;background-color:#f2dede;border-color:#ebccd1}.alert-danger hr{border-top-color:#e4b9c0}.alert-danger .alert-link{color:#843534}@-webkit-keyframes progress-bar-stripes{from{background-position:40px 0}to{background-position:0 0}}@-o-keyframes progress-bar-stripes{from{background-position:40px 0}to{background-position:0 0}}@keyframes progress-bar-stripes{from{background-position:40px 0}to{background-position:0 0}}.progress{height:20px;margin-bottom:20px;overflow:hidden;background-color:#f5f5f5;border-radius:4px;-webkit-box-shadow:inset 0 1px 2px rgba(0,0,0,.1);box-shadow:inset 0 1px 2px rgba(0,0,0,.1)}.progress-bar{float:left;width:0;height:100%;font-size:12px;line-height:20px;color:#fff;text-align:center;background-color:#337ab7;-webkit-box-shadow:inset 0 -1px 0 rgba(0,0,0,.15);box-shadow:inset 0 -1px 0 rgba(0,0,0,.15);-webkit-transition:width .6s ease;-o-transition:width .6s ease;transition:width .6s ease}.progress-bar-striped,.progress-striped .progress-bar{background-image:-webkit-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:-o-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);-webkit-background-size:40px 40px;background-size:40px 40px}.progress-bar.active,.progress.active .progress-bar{-webkit-animation:progress-bar-stripes 2s linear infinite;-o-animation:progress-bar-stripes 2s linear infinite;animation:progress-bar-stripes 2s linear infinite}.progress-bar-success{background-color:#5cb85c}.progress-striped .progress-bar-success{background-image:-webkit-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:-o-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent)}.progress-bar-info{background-color:#5bc0de}.progress-striped .progress-bar-info{background-image:-webkit-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:-o-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent)}.progress-bar-warning{background-color:#f0ad4e}.progress-striped .progress-bar-warning{background-image:-webkit-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:-o-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent)}.progress-bar-danger{background-color:#d9534f}.progress-striped .progress-bar-danger{background-image:-webkit-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:-o-linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent);background-image:linear-gradient(45deg,rgba(255,255,255,.15) 25%,transparent 25%,transparent 50%,rgba(255,255,255,.15) 50%,rgba(255,255,255,.15) 75%,transparent 75%,transparent)}.media{margin-top:15px}.media:first-child{margin-top:0}.media,.media-body{overflow:hidden;zoom:1}.media-body{width:10000px}.media-object{display:block}.media-object.img-thumbnail{max-width:none}.media-right,.media>.pull-right{padding-left:10px}.media-left,.media>.pull-left{padding-right:10px}.media-body,.media-left,.media-right{display:table-cell;vertical-align:top}.media-middle{vertical-align:middle}.media-bottom{vertical-align:bottom}.media-heading{margin-top:0;margin-bottom:5px}.media-list{padding-left:0;list-style:none}.list-group{padding-left:0;margin-bottom:20px}.list-group-item{position:relative;display:block;padding:10px 15px;margin-bottom:-1px;background-color:#fff;border:1px solid #ddd}.list-group-item:first-child{border-top-left-radius:4px;border-top-right-radius:4px}.list-group-item:last-child{margin-bottom:0;border-bottom-right-radius:4px;border-bottom-left-radius:4px}a.list-group-item,button.list-group-item{color:#555}a.list-group-item .list-group-item-heading,button.list-group-item .list-group-item-heading{color:#333}a.list-group-item:focus,a.list-group-item:hover,button.list-group-item:focus,button.list-group-item:hover{color:#555;text-decoration:none;background-color:#f5f5f5}button.list-group-item{width:100%;text-align:left}.list-group-item.disabled,.list-group-item.disabled:focus,.list-group-item.disabled:hover{color:#777;cursor:not-allowed;background-color:#eee}.list-group-item.disabled .list-group-item-heading,.list-group-item.disabled:focus .list-group-item-heading,.list-group-item.disabled:hover .list-group-item-heading{color:inherit}.list-group-item.disabled .list-group-item-text,.list-group-item.disabled:focus .list-group-item-text,.list-group-item.disabled:hover .list-group-item-text{color:#777}.list-group-item.active,.list-group-item.active:focus,.list-group-item.active:hover{z-index:2;color:#fff;background-color:#337ab7;border-color:#337ab7}.list-group-item.active .list-group-item-heading,.list-group-item.active .list-group-item-heading>.small,.list-group-item.active .list-group-item-heading>small,.list-group-item.active:focus .list-group-item-heading,.list-group-item.active:focus .list-group-item-heading>.small,.list-group-item.active:focus .list-group-item-heading>small,.list-group-item.active:hover .list-group-item-heading,.list-group-item.active:hover .list-group-item-heading>.small,.list-group-item.active:hover .list-group-item-heading>small{color:inherit}.list-group-item.active .list-group-item-text,.list-group-item.active:focus .list-group-item-text,.list-group-item.active:hover .list-group-item-text{color:#c7ddef}.list-group-item-success{color:#3c763d;background-color:#dff0d8}a.list-group-item-success,button.list-group-item-success{color:#3c763d}a.list-group-item-success .list-group-item-heading,button.list-group-item-success .list-group-item-heading{color:inherit}a.list-group-item-success:focus,a.list-group-item-success:hover,button.list-group-item-success:focus,button.list-group-item-success:hover{color:#3c763d;background-color:#d0e9c6}a.list-group-item-success.active,a.list-group-item-success.active:focus,a.list-group-item-success.active:hover,button.list-group-item-success.active,button.list-group-item-success.active:focus,button.list-group-item-success.active:hover{color:#fff;background-color:#3c763d;border-color:#3c763d}.list-group-item-info{color:#31708f;background-color:#d9edf7}a.list-group-item-info,button.list-group-item-info{color:#31708f}a.list-group-item-info .list-group-item-heading,button.list-group-item-info .list-group-item-heading{color:inherit}a.list-group-item-info:focus,a.list-group-item-info:hover,button.list-group-item-info:focus,button.list-group-item-info:hover{color:#31708f;background-color:#c4e3f3}a.list-group-item-info.active,a.list-group-item-info.active:focus,a.list-group-item-info.active:hover,button.list-group-item-info.active,button.list-group-item-info.active:focus,button.list-group-item-info.active:hover{color:#fff;background-color:#31708f;border-color:#31708f}.list-group-item-warning{color:#8a6d3b;background-color:#fcf8e3}a.list-group-item-warning,button.list-group-item-warning{color:#8a6d3b}a.list-group-item-warning .list-group-item-heading,button.list-group-item-warning .list-group-item-heading{color:inherit}a.list-group-item-warning:focus,a.list-group-item-warning:hover,button.list-group-item-warning:focus,button.list-group-item-warning:hover{color:#8a6d3b;background-color:#faf2cc}a.list-group-item-warning.active,a.list-group-item-warning.active:focus,a.list-group-item-warning.active:hover,button.list-group-item-warning.active,button.list-group-item-warning.active:focus,button.list-group-item-warning.active:hover{color:#fff;background-color:#8a6d3b;border-color:#8a6d3b}.list-group-item-danger{color:#a94442;background-color:#f2dede}a.list-group-item-danger,button.list-group-item-danger{color:#a94442}a.list-group-item-danger .list-group-item-heading,button.list-group-item-danger .list-group-item-heading{color:inherit}a.list-group-item-danger:focus,a.list-group-item-danger:hover,button.list-group-item-danger:focus,button.list-group-item-danger:hover{color:#a94442;background-color:#ebcccc}a.list-group-item-danger.active,a.list-group-item-danger.active:focus,a.list-group-item-danger.active:hover,button.list-group-item-danger.active,button.list-group-item-danger.active:focus,button.list-group-item-danger.active:hover{color:#fff;background-color:#a94442;border-color:#a94442}.list-group-item-heading{margin-top:0;margin-bottom:5px}.list-group-item-text{margin-bottom:0;line-height:1.3}.panel{margin-bottom:20px;background-color:#fff;border:1px solid transparent;border-radius:4px;-webkit-box-shadow:0 1px 1px rgba(0,0,0,.05);box-shadow:0 1px 1px rgba(0,0,0,.05)}.panel-body{padding:15px}.panel-heading{padding:10px 15px;border-bottom:1px solid transparent;border-top-left-radius:3px;border-top-right-radius:3px}.panel-heading>.dropdown .dropdown-toggle{color:inherit}.panel-title{margin-top:0;margin-bottom:0;font-size:16px;color:inherit}.panel-title>.small,.panel-title>.small>a,.panel-title>a,.panel-title>small,.panel-title>small>a{color:inherit}.panel-footer{padding:10px 15px;background-color:#f5f5f5;border-top:1px solid #ddd;border-bottom-right-radius:3px;border-bottom-left-radius:3px}.panel>.list-group,.panel>.panel-collapse>.list-group{margin-bottom:0}.panel>.list-group .list-group-item,.panel>.panel-collapse>.list-group .list-group-item{border-width:1px 0;border-radius:0}.panel>.list-group:first-child .list-group-item:first-child,.panel>.panel-collapse>.list-group:first-child .list-group-item:first-child{border-top:0;border-top-left-radius:3px;border-top-right-radius:3px}.panel>.list-group:last-child .list-group-item:last-child,.panel>.panel-collapse>.list-group:last-child .list-group-item:last-child{border-bottom:0;border-bottom-right-radius:3px;border-bottom-left-radius:3px}.panel>.panel-heading+.panel-collapse>.list-group .list-group-item:first-child{border-top-left-radius:0;border-top-right-radius:0}.panel-heading+.list-group .list-group-item:first-child{border-top-width:0}.list-group+.panel-footer{border-top-width:0}.panel>.panel-collapse>.table,.panel>.table,.panel>.table-responsive>.table{margin-bottom:0}.panel>.panel-collapse>.table caption,.panel>.table caption,.panel>.table-responsive>.table caption{padding-right:15px;padding-left:15px}.panel>.table-responsive:first-child>.table:first-child,.panel>.table:first-child{border-top-left-radius:3px;border-top-right-radius:3px}.panel>.table-responsive:first-child>.table:first-child>tbody:first-child>tr:first-child,.panel>.table-responsive:first-child>.table:first-child>thead:first-child>tr:first-child,.panel>.table:first-child>tbody:first-child>tr:first-child,.panel>.table:first-child>thead:first-child>tr:first-child{border-top-left-radius:3px;border-top-right-radius:3px}.panel>.table-responsive:first-child>.table:first-child>tbody:first-child>tr:first-child td:first-child,.panel>.table-responsive:first-child>.table:first-child>tbody:first-child>tr:first-child th:first-child,.panel>.table-responsive:first-child>.table:first-child>thead:first-child>tr:first-child td:first-child,.panel>.table-responsive:first-child>.table:first-child>thead:first-child>tr:first-child th:first-child,.panel>.table:first-child>tbody:first-child>tr:first-child td:first-child,.panel>.table:first-child>tbody:first-child>tr:first-child th:first-child,.panel>.table:first-child>thead:first-child>tr:first-child td:first-child,.panel>.table:first-child>thead:first-child>tr:first-child th:first-child{border-top-left-radius:3px}.panel>.table-responsive:first-child>.table:first-child>tbody:first-child>tr:first-child td:last-child,.panel>.table-responsive:first-child>.table:first-child>tbody:first-child>tr:first-child th:last-child,.panel>.table-responsive:first-child>.table:first-child>thead:first-child>tr:first-child td:last-child,.panel>.table-responsive:first-child>.table:first-child>thead:first-child>tr:first-child th:last-child,.panel>.table:first-child>tbody:first-child>tr:first-child td:last-child,.panel>.table:first-child>tbody:first-child>tr:first-child th:last-child,.panel>.table:first-child>thead:first-child>tr:first-child td:last-child,.panel>.table:first-child>thead:first-child>tr:first-child th:last-child{border-top-right-radius:3px}.panel>.table-responsive:last-child>.table:last-child,.panel>.table:last-child{border-bottom-right-radius:3px;border-bottom-left-radius:3px}.panel>.table-responsive:last-child>.table:last-child>tbody:last-child>tr:last-child,.panel>.table-responsive:last-child>.table:last-child>tfoot:last-child>tr:last-child,.panel>.table:last-child>tbody:last-child>tr:last-child,.panel>.table:last-child>tfoot:last-child>tr:last-child{border-bottom-right-radius:3px;border-bottom-left-radius:3px}.panel>.table-responsive:last-child>.table:last-child>tbody:last-child>tr:last-child td:first-child,.panel>.table-responsive:last-child>.table:last-child>tbody:last-child>tr:last-child th:first-child,.panel>.table-responsive:last-child>.table:last-child>tfoot:last-child>tr:last-child td:first-child,.panel>.table-responsive:last-child>.table:last-child>tfoot:last-child>tr:last-child th:first-child,.panel>.table:last-child>tbody:last-child>tr:last-child td:first-child,.panel>.table:last-child>tbody:last-child>tr:last-child th:first-child,.panel>.table:last-child>tfoot:last-child>tr:last-child td:first-child,.panel>.table:last-child>tfoot:last-child>tr:last-child th:first-child{border-bottom-left-radius:3px}.panel>.table-responsive:last-child>.table:last-child>tbody:last-child>tr:last-child td:last-child,.panel>.table-responsive:last-child>.table:last-child>tbody:last-child>tr:last-child th:last-child,.panel>.table-responsive:last-child>.table:last-child>tfoot:last-child>tr:last-child td:last-child,.panel>.table-responsive:last-child>.table:last-child>tfoot:last-child>tr:last-child th:last-child,.panel>.table:last-child>tbody:last-child>tr:last-child td:last-child,.panel>.table:last-child>tbody:last-child>tr:last-child th:last-child,.panel>.table:last-child>tfoot:last-child>tr:last-child td:last-child,.panel>.table:last-child>tfoot:last-child>tr:last-child th:last-child{border-bottom-right-radius:3px}.panel>.panel-body+.table,.panel>.panel-body+.table-responsive,.panel>.table+.panel-body,.panel>.table-responsive+.panel-body{border-top:1px solid #ddd}.panel>.table>tbody:first-child>tr:first-child td,.panel>.table>tbody:first-child>tr:first-child th{border-top:0}.panel>.table-bordered,.panel>.table-responsive>.table-bordered{border:0}.panel>.table-bordered>tbody>tr>td:first-child,.panel>.table-bordered>tbody>tr>th:first-child,.panel>.table-bordered>tfoot>tr>td:first-child,.panel>.table-bordered>tfoot>tr>th:first-child,.panel>.table-bordered>thead>tr>td:first-child,.panel>.table-bordered>thead>tr>th:first-child,.panel>.table-responsive>.table-bordered>tbody>tr>td:first-child,.panel>.table-responsive>.table-bordered>tbody>tr>th:first-child,.panel>.table-responsive>.table-bordered>tfoot>tr>td:first-child,.panel>.table-responsive>.table-bordered>tfoot>tr>th:first-child,.panel>.table-responsive>.table-bordered>thead>tr>td:first-child,.panel>.table-responsive>.table-bordered>thead>tr>th:first-child{border-left:0}.panel>.table-bordered>tbody>tr>td:last-child,.panel>.table-bordered>tbody>tr>th:last-child,.panel>.table-bordered>tfoot>tr>td:last-child,.panel>.table-bordered>tfoot>tr>th:last-child,.panel>.table-bordered>thead>tr>td:last-child,.panel>.table-bordered>thead>tr>th:last-child,.panel>.table-responsive>.table-bordered>tbody>tr>td:last-child,.panel>.table-responsive>.table-bordered>tbody>tr>th:last-child,.panel>.table-responsive>.table-bordered>tfoot>tr>td:last-child,.panel>.table-responsive>.table-bordered>tfoot>tr>th:last-child,.panel>.table-responsive>.table-bordered>thead>tr>td:last-child,.panel>.table-responsive>.table-bordered>thead>tr>th:last-child{border-right:0}.panel>.table-bordered>tbody>tr:first-child>td,.panel>.table-bordered>tbody>tr:first-child>th,.panel>.table-bordered>thead>tr:first-child>td,.panel>.table-bordered>thead>tr:first-child>th,.panel>.table-responsive>.table-bordered>tbody>tr:first-child>td,.panel>.table-responsive>.table-bordered>tbody>tr:first-child>th,.panel>.table-responsive>.table-bordered>thead>tr:first-child>td,.panel>.table-responsive>.table-bordered>thead>tr:first-child>th{border-bottom:0}.panel>.table-bordered>tbody>tr:last-child>td,.panel>.table-bordered>tbody>tr:last-child>th,.panel>.table-bordered>tfoot>tr:last-child>td,.panel>.table-bordered>tfoot>tr:last-child>th,.panel>.table-responsive>.table-bordered>tbody>tr:last-child>td,.panel>.table-responsive>.table-bordered>tbody>tr:last-child>th,.panel>.table-responsive>.table-bordered>tfoot>tr:last-child>td,.panel>.table-responsive>.table-bordered>tfoot>tr:last-child>th{border-bottom:0}.panel>.table-responsive{margin-bottom:0;border:0}.panel-group{margin-bottom:20px}.panel-group .panel{margin-bottom:0;border-radius:4px}.panel-group .panel+.panel{margin-top:5px}.panel-group .panel-heading{border-bottom:0}.panel-group .panel-heading+.panel-collapse>.list-group,.panel-group .panel-heading+.panel-collapse>.panel-body{border-top:1px solid #ddd}.panel-group .panel-footer{border-top:0}.panel-group .panel-footer+.panel-collapse .panel-body{border-bottom:1px solid #ddd}.panel-default{border-color:#ddd}.panel-default>.panel-heading{color:#333;background-color:#f5f5f5;border-color:#ddd}.panel-default>.panel-heading+.panel-collapse>.panel-body{border-top-color:#ddd}.panel-default>.panel-heading .badge{color:#f5f5f5;background-color:#333}.panel-default>.panel-footer+.panel-collapse>.panel-body{border-bottom-color:#ddd}.panel-primary{border-color:#337ab7}.panel-primary>.panel-heading{color:#fff;background-color:#337ab7;border-color:#337ab7}.panel-primary>.panel-heading+.panel-collapse>.panel-body{border-top-color:#337ab7}.panel-primary>.panel-heading .badge{color:#337ab7;background-color:#fff}.panel-primary>.panel-footer+.panel-collapse>.panel-body{border-bottom-color:#337ab7}.panel-success{border-color:#d6e9c6}.panel-success>.panel-heading{color:#3c763d;background-color:#dff0d8;border-color:#d6e9c6}.panel-success>.panel-heading+.panel-collapse>.panel-body{border-top-color:#d6e9c6}.panel-success>.panel-heading .badge{color:#dff0d8;background-color:#3c763d}.panel-success>.panel-footer+.panel-collapse>.panel-body{border-bottom-color:#d6e9c6}.panel-info{border-color:#bce8f1}.panel-info>.panel-heading{color:#31708f;background-color:#d9edf7;border-color:#bce8f1}.panel-info>.panel-heading+.panel-collapse>.panel-body{border-top-color:#bce8f1}.panel-info>.panel-heading .badge{color:#d9edf7;background-color:#31708f}.panel-info>.panel-footer+.panel-collapse>.panel-body{border-bottom-color:#bce8f1}.panel-warning{border-color:#faebcc}.panel-warning>.panel-heading{color:#8a6d3b;background-color:#fcf8e3;border-color:#faebcc}.panel-warning>.panel-heading+.panel-collapse>.panel-body{border-top-color:#faebcc}.panel-warning>.panel-heading .badge{color:#fcf8e3;background-color:#8a6d3b}.panel-warning>.panel-footer+.panel-collapse>.panel-body{border-bottom-color:#faebcc}.panel-danger{border-color:#ebccd1}.panel-danger>.panel-heading{color:#a94442;background-color:#f2dede;border-color:#ebccd1}.panel-danger>.panel-heading+.panel-collapse>.panel-body{border-top-color:#ebccd1}.panel-danger>.panel-heading .badge{color:#f2dede;background-color:#a94442}.panel-danger>.panel-footer+.panel-collapse>.panel-body{border-bottom-color:#ebccd1}.embed-responsive{position:relative;display:block;height:0;padding:0;overflow:hidden}.embed-responsive .embed-responsive-item,.embed-responsive embed,.embed-responsive iframe,.embed-responsive object,.embed-responsive video{position:absolute;top:0;bottom:0;left:0;width:100%;height:100%;border:0}.embed-responsive-16by9{padding-bottom:56.25%}.embed-responsive-4by3{padding-bottom:75%}.well{min-height:20px;padding:19px;margin-bottom:20px;background-color:#f5f5f5;border:1px solid #e3e3e3;border-radius:4px;-webkit-box-shadow:inset 0 1px 1px rgba(0,0,0,.05);box-shadow:inset 0 1px 1px rgba(0,0,0,.05)}.well blockquote{border-color:#ddd;border-color:rgba(0,0,0,.15)}.well-lg{padding:24px;border-radius:6px}.well-sm{padding:9px;border-radius:3px}.close{float:right;font-size:21px;font-weight:700;line-height:1;color:#000;text-shadow:0 1px 0 #fff;filter:alpha(opacity=20);opacity:.2}.close:focus,.close:hover{color:#000;text-decoration:none;cursor:pointer;filter:alpha(opacity=50);opacity:.5}button.close{-webkit-appearance:none;padding:0;cursor:pointer;background:0 0;border:0}.modal-open{overflow:hidden}.modal{position:fixed;top:0;right:0;bottom:0;left:0;z-index:1050;display:none;overflow:hidden;-webkit-overflow-scrolling:touch;outline:0}.modal.fade .modal-dialog{-webkit-transition:-webkit-transform .3s ease-out;-o-transition:-o-transform .3s ease-out;transition:transform .3s ease-out;-webkit-transform:translate(0,-25%);-ms-transform:translate(0,-25%);-o-transform:translate(0,-25%);transform:translate(0,-25%)}.modal.in .modal-dialog{-webkit-transform:translate(0,0);-ms-transform:translate(0,0);-o-transform:translate(0,0);transform:translate(0,0)}.modal-open .modal{overflow-x:hidden;overflow-y:auto}.modal-dialog{position:relative;width:auto;margin:10px}.modal-content{position:relative;background-color:#fff;-webkit-background-clip:padding-box;background-clip:padding-box;border:1px solid #999;border:1px solid rgba(0,0,0,.2);border-radius:6px;outline:0;-webkit-box-shadow:0 3px 9px rgba(0,0,0,.5);box-shadow:0 3px 9px rgba(0,0,0,.5)}.modal-backdrop{position:fixed;top:0;right:0;bottom:0;left:0;z-index:1040;background-color:#000}.modal-backdrop.fade{filter:alpha(opacity=0);opacity:0}.modal-backdrop.in{filter:alpha(opacity=50);opacity:.5}.modal-header{min-height:16.43px;padding:15px;border-bottom:1px solid #e5e5e5}.modal-header .close{margin-top:-2px}.modal-title{margin:0;line-height:1.42857143}.modal-body{position:relative;padding:15px}.modal-footer{padding:15px;text-align:right;border-top:1px solid #e5e5e5}.modal-footer .btn+.btn{margin-bottom:0;margin-left:5px}.modal-footer .btn-group .btn+.btn{margin-left:-1px}.modal-footer .btn-block+.btn-block{margin-left:0}.modal-scrollbar-measure{position:absolute;top:-9999px;width:50px;height:50px;overflow:scroll}@media (min-width:768px){.modal-dialog{width:600px;margin:30px auto}.modal-content{-webkit-box-shadow:0 5px 15px rgba(0,0,0,.5);box-shadow:0 5px 15px rgba(0,0,0,.5)}.modal-sm{width:300px}}@media (min-width:992px){.modal-lg{width:900px}}.tooltip{position:absolute;z-index:1070;display:block;font-family:"Helvetica Neue",Helvetica,Arial,sans-serif;font-size:12px;font-style:normal;font-weight:400;line-height:1.42857143;text-align:left;text-align:start;text-decoration:none;text-shadow:none;text-transform:none;letter-spacing:normal;word-break:normal;word-spacing:normal;word-wrap:normal;white-space:normal;filter:alpha(opacity=0);opacity:0;line-break:auto}.tooltip.in{filter:alpha(opacity=90);opacity:.9}.tooltip.top{padding:5px 0;margin-top:-3px}.tooltip.right{padding:0 5px;margin-left:3px}.tooltip.bottom{padding:5px 0;margin-top:3px}.tooltip.left{padding:0 5px;margin-left:-3px}.tooltip-inner{max-width:200px;padding:3px 8px;color:#fff;text-align:center;background-color:#000;border-radius:4px}.tooltip-arrow{position:absolute;width:0;height:0;border-color:transparent;border-style:solid}.tooltip.top .tooltip-arrow{bottom:0;left:50%;margin-left:-5px;border-width:5px 5px 0;border-top-color:#000}.tooltip.top-left .tooltip-arrow{right:5px;bottom:0;margin-bottom:-5px;border-width:5px 5px 0;border-top-color:#000}.tooltip.top-right .tooltip-arrow{bottom:0;left:5px;margin-bottom:-5px;border-width:5px 5px 0;border-top-color:#000}.tooltip.right .tooltip-arrow{top:50%;left:0;margin-top:-5px;border-width:5px 5px 5px 0;border-right-color:#000}.tooltip.left .tooltip-arrow{top:50%;right:0;margin-top:-5px;border-width:5px 0 5px 5px;border-left-color:#000}.tooltip.bottom .tooltip-arrow{top:0;left:50%;margin-left:-5px;border-width:0 5px 5px;border-bottom-color:#000}.tooltip.bottom-left .tooltip-arrow{top:0;right:5px;margin-top:-5px;border-width:0 5px 5px;border-bottom-color:#000}.tooltip.bottom-right .tooltip-arrow{top:0;left:5px;margin-top:-5px;border-width:0 5px 5px;border-bottom-color:#000}.popover{position:absolute;top:0;left:0;z-index:1060;display:none;max-width:276px;padding:1px;font-family:"Helvetica Neue",Helvetica,Arial,sans-serif;font-size:14px;font-style:normal;font-weight:400;line-height:1.42857143;text-align:left;text-align:start;text-decoration:none;text-shadow:none;text-transform:none;letter-spacing:normal;word-break:normal;word-spacing:normal;word-wrap:normal;white-space:normal;background-color:#fff;-webkit-background-clip:padding-box;background-clip:padding-box;border:1px solid #ccc;border:1px solid rgba(0,0,0,.2);border-radius:6px;-webkit-box-shadow:0 5px 10px rgba(0,0,0,.2);box-shadow:0 5px 10px rgba(0,0,0,.2);line-break:auto}.popover.top{margin-top:-10px}.popover.right{margin-left:10px}.popover.bottom{margin-top:10px}.popover.left{margin-left:-10px}.popover-title{padding:8px 14px;margin:0;font-size:14px;background-color:#f7f7f7;border-bottom:1px solid #ebebeb;border-radius:5px 5px 0 0}.popover-content{padding:9px 14px}.popover>.arrow,.popover>.arrow:after{position:absolute;display:block;width:0;height:0;border-color:transparent;border-style:solid}.popover>.arrow{border-width:11px}.popover>.arrow:after{content:"";border-width:10px}.popover.top>.arrow{bottom:-11px;left:50%;margin-left:-11px;border-top-color:#999;border-top-color:rgba(0,0,0,.25);border-bottom-width:0}.popover.top>.arrow:after{bottom:1px;margin-left:-10px;content:" ";border-top-color:#fff;border-bottom-width:0}.popover.right>.arrow{top:50%;left:-11px;margin-top:-11px;border-right-color:#999;border-right-color:rgba(0,0,0,.25);border-left-width:0}.popover.right>.arrow:after{bottom:-10px;left:1px;content:" ";border-right-color:#fff;border-left-width:0}.popover.bottom>.arrow{top:-11px;left:50%;margin-left:-11px;border-top-width:0;border-bottom-color:#999;border-bottom-color:rgba(0,0,0,.25)}.popover.bottom>.arrow:after{top:1px;margin-left:-10px;content:" ";border-top-width:0;border-bottom-color:#fff}.popover.left>.arrow{top:50%;right:-11px;margin-top:-11px;border-right-width:0;border-left-color:#999;border-left-color:rgba(0,0,0,.25)}.popover.left>.arrow:after{right:1px;bottom:-10px;content:" ";border-right-width:0;border-left-color:#fff}.carousel{position:relative}.carousel-inner{position:relative;width:100%;overflow:hidden}.carousel-inner>.item{position:relative;display:none;-webkit-transition:.6s ease-in-out left;-o-transition:.6s ease-in-out left;transition:.6s ease-in-out left}.carousel-inner>.item>a>img,.carousel-inner>.item>img{line-height:1}@media all and (transform-3d),(-webkit-transform-3d){.carousel-inner>.item{-webkit-transition:-webkit-transform .6s ease-in-out;-o-transition:-o-transform .6s ease-in-out;transition:transform .6s ease-in-out;-webkit-backface-visibility:hidden;backface-visibility:hidden;-webkit-perspective:1000px;perspective:1000px}.carousel-inner>.item.active.right,.carousel-inner>.item.next{left:0;-webkit-transform:translate3d(100%,0,0);transform:translate3d(100%,0,0)}.carousel-inner>.item.active.left,.carousel-inner>.item.prev{left:0;-webkit-transform:translate3d(-100%,0,0);transform:translate3d(-100%,0,0)}.carousel-inner>.item.active,.carousel-inner>.item.next.left,.carousel-inner>.item.prev.right{left:0;-webkit-transform:translate3d(0,0,0);transform:translate3d(0,0,0)}}.carousel-inner>.active,.carousel-inner>.next,.carousel-inner>.prev{display:block}.carousel-inner>.active{left:0}.carousel-inner>.next,.carousel-inner>.prev{position:absolute;top:0;width:100%}.carousel-inner>.next{left:100%}.carousel-inner>.prev{left:-100%}.carousel-inner>.next.left,.carousel-inner>.prev.right{left:0}.carousel-inner>.active.left{left:-100%}.carousel-inner>.active.right{left:100%}.carousel-control{position:absolute;top:0;bottom:0;left:0;width:15%;font-size:20px;color:#fff;text-align:center;text-shadow:0 1px 2px rgba(0,0,0,.6);filter:alpha(opacity=50);opacity:.5}.carousel-control.left{background-image:-webkit-linear-gradient(left,rgba(0,0,0,.5) 0,rgba(0,0,0,.0001) 100%);background-image:-o-linear-gradient(left,rgba(0,0,0,.5) 0,rgba(0,0,0,.0001) 100%);background-image:-webkit-gradient(linear,left top,right top,from(rgba(0,0,0,.5)),to(rgba(0,0,0,.0001)));background-image:linear-gradient(to right,rgba(0,0,0,.5) 0,rgba(0,0,0,.0001) 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#80000000', endColorstr='#00000000', GradientType=1);background-repeat:repeat-x}.carousel-control.right{right:0;left:auto;background-image:-webkit-linear-gradient(left,rgba(0,0,0,.0001) 0,rgba(0,0,0,.5) 100%);background-image:-o-linear-gradient(left,rgba(0,0,0,.0001) 0,rgba(0,0,0,.5) 100%);background-image:-webkit-gradient(linear,left top,right top,from(rgba(0,0,0,.0001)),to(rgba(0,0,0,.5)));background-image:linear-gradient(to right,rgba(0,0,0,.0001) 0,rgba(0,0,0,.5) 100%);filter:progid:DXImageTransform.Microsoft.gradient(startColorstr='#00000000', endColorstr='#80000000', GradientType=1);background-repeat:repeat-x}.carousel-control:focus,.carousel-control:hover{color:#fff;text-decoration:none;filter:alpha(opacity=90);outline:0;opacity:.9}.carousel-control .glyphicon-chevron-left,.carousel-control .glyphicon-chevron-right,.carousel-control .icon-next,.carousel-control .icon-prev{position:absolute;top:50%;z-index:5;display:inline-block;margin-top:-10px}.carousel-control .glyphicon-chevron-left,.carousel-control .icon-prev{left:50%;margin-left:-10px}.carousel-control .glyphicon-chevron-right,.carousel-control .icon-next{right:50%;margin-right:-10px}.carousel-control .icon-next,.carousel-control .icon-prev{width:20px;height:20px;font-family:serif;line-height:1}.carousel-control .icon-prev:before{content:'\2039'}.carousel-control .icon-next:before{content:'\203a'}.carousel-indicators{position:absolute;bottom:10px;left:50%;z-index:15;width:60%;padding-left:0;margin-left:-30%;text-align:center;list-style:none}.carousel-indicators li{display:inline-block;width:10px;height:10px;margin:1px;text-indent:-999px;cursor:pointer;background-color:#000\9;background-color:rgba(0,0,0,0);border:1px solid #fff;border-radius:10px}.carousel-indicators .active{width:12px;height:12px;margin:0;background-color:#fff}.carousel-caption{position:absolute;right:15%;bottom:20px;left:15%;z-index:10;padding-top:20px;padding-bottom:20px;color:#fff;text-align:center;text-shadow:0 1px 2px rgba(0,0,0,.6)}.carousel-caption .btn{text-shadow:none}@media screen and (min-width:768px){.carousel-control .glyphicon-chevron-left,.carousel-control .glyphicon-chevron-right,.carousel-control .icon-next,.carousel-control .icon-prev{width:30px;height:30px;margin-top:-15px;font-size:30px}.carousel-control .glyphicon-chevron-left,.carousel-control .icon-prev{margin-left:-15px}.carousel-control .glyphicon-chevron-right,.carousel-control .icon-next{margin-right:-15px}.carousel-caption{right:20%;left:20%;padding-bottom:30px}.carousel-indicators{bottom:20px}}.btn-group-vertical>.btn-group:after,.btn-group-vertical>.btn-group:before,.btn-toolbar:after,.btn-toolbar:before,.clearfix:after,.clearfix:before,.container-fluid:after,.container-fluid:before,.container:after,.container:before,.dl-horizontal dd:after,.dl-horizontal dd:before,.form-horizontal .form-group:after,.form-horizontal .form-group:before,.modal-footer:after,.modal-footer:before,.nav:after,.nav:before,.navbar-collapse:after,.navbar-collapse:before,.navbar-header:after,.navbar-header:before,.navbar:after,.navbar:before,.pager:after,.pager:before,.panel-body:after,.panel-body:before,.row:after,.row:before{display:table;content:" "}.btn-group-vertical>.btn-group:after,.btn-toolbar:after,.clearfix:after,.container-fluid:after,.container:after,.dl-horizontal dd:after,.form-horizontal .form-group:after,.modal-footer:after,.nav:after,.navbar-collapse:after,.navbar-header:after,.navbar:after,.pager:after,.panel-body:after,.row:after{clear:both}.center-block{display:block;margin-right:auto;margin-left:auto}.pull-right{float:right!important}.pull-left{float:left!important}.hide{display:none!important}.show{display:block!important}.invisible{visibility:hidden}.text-hide{font:0/0 a;color:transparent;text-shadow:none;background-color:transparent;border:0}.hidden{display:none!important}.affix{position:fixed}@-ms-viewport{width:device-width}.visible-lg,.visible-md,.visible-sm,.visible-xs{display:none!important}.visible-lg-block,.visible-lg-inline,.visible-lg-inline-block,.visible-md-block,.visible-md-inline,.visible-md-inline-block,.visible-sm-block,.visible-sm-inline,.visible-sm-inline-block,.visible-xs-block,.visible-xs-inline,.visible-xs-inline-block{display:none!important}@media (max-width:767px){.visible-xs{display:block!important}table.visible-xs{display:table!important}tr.visible-xs{display:table-row!important}td.visible-xs,th.visible-xs{display:table-cell!important}}@media (max-width:767px){.visible-xs-block{display:block!important}}@media (max-width:767px){.visible-xs-inline{display:inline!important}}@media (max-width:767px){.visible-xs-inline-block{display:inline-block!important}}@media (min-width:768px) and (max-width:991px){.visible-sm{display:block!important}table.visible-sm{display:table!important}tr.visible-sm{display:table-row!important}td.visible-sm,th.visible-sm{display:table-cell!important}}@media (min-width:768px) and (max-width:991px){.visible-sm-block{display:block!important}}@media (min-width:768px) and (max-width:991px){.visible-sm-inline{display:inline!important}}@media (min-width:768px) and (max-width:991px){.visible-sm-inline-block{display:inline-block!important}}@media (min-width:992px) and (max-width:1199px){.visible-md{display:block!important}table.visible-md{display:table!important}tr.visible-md{display:table-row!important}td.visible-md,th.visible-md{display:table-cell!important}}@media (min-width:992px) and (max-width:1199px){.visible-md-block{display:block!important}}@media (min-width:992px) and (max-width:1199px){.visible-md-inline{display:inline!important}}@media (min-width:992px) and (max-width:1199px){.visible-md-inline-block{display:inline-block!important}}@media (min-width:1200px){.visible-lg{display:block!important}table.visible-lg{display:table!important}tr.visible-lg{display:table-row!important}td.visible-lg,th.visible-lg{display:table-cell!important}}@media (min-width:1200px){.visible-lg-block{display:block!important}}@media (min-width:1200px){.visible-lg-inline{display:inline!important}}@media (min-width:1200px){.visible-lg-inline-block{display:inline-block!important}}@media (max-width:767px){.hidden-xs{display:none!important}}@media (min-width:768px) and (max-width:991px){.hidden-sm{display:none!important}}@media (min-width:992px) and (max-width:1199px){.hidden-md{display:none!important}}@media (min-width:1200px){.hidden-lg{display:none!important}}.visible-print{display:none!important}@media print{.visible-print{display:block!important}table.visible-print{display:table!important}tr.visible-print{display:table-row!important}td.visible-print,th.visible-print{display:table-cell!important}}.visible-print-block{display:none!important}@media print{.visible-print-block{display:block!important}}.visible-print-inline{display:none!important}@media print{.visible-print-inline{display:inline!important}}.visible-print-inline-block{display:none!important}@media print{.visible-print-inline-block{display:inline-block!important}}@media print{.hidden-print{display:none!important}}
</style>
<script>/*!
 * Bootstrap v3.3.5 (http://getbootstrap.com)
 * Copyright 2011-2015 Twitter, Inc.
 * Licensed under the MIT license
 */
if("undefined"==typeof jQuery)throw new Error("Bootstrap's JavaScript requires jQuery");+function(a){"use strict";var b=a.fn.jquery.split(" ")[0].split(".");if(b[0]<2&&b[1]<9||1==b[0]&&9==b[1]&&b[2]<1)throw new Error("Bootstrap's JavaScript requires jQuery version 1.9.1 or higher")}(jQuery),+function(a){"use strict";function b(){var a=document.createElement("bootstrap"),b={WebkitTransition:"webkitTransitionEnd",MozTransition:"transitionend",OTransition:"oTransitionEnd otransitionend",transition:"transitionend"};for(var c in b)if(void 0!==a.style[c])return{end:b[c]};return!1}a.fn.emulateTransitionEnd=function(b){var c=!1,d=this;a(this).one("bsTransitionEnd",function(){c=!0});var e=function(){c||a(d).trigger(a.support.transition.end)};return setTimeout(e,b),this},a(function(){a.support.transition=b(),a.support.transition&&(a.event.special.bsTransitionEnd={bindType:a.support.transition.end,delegateType:a.support.transition.end,handle:function(b){return a(b.target).is(this)?b.handleObj.handler.apply(this,arguments):void 0}})})}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var c=a(this),e=c.data("bs.alert");e||c.data("bs.alert",e=new d(this)),"string"==typeof b&&e[b].call(c)})}var c='[data-dismiss="alert"]',d=function(b){a(b).on("click",c,this.close)};d.VERSION="3.3.5",d.TRANSITION_DURATION=150,d.prototype.close=function(b){function c(){g.detach().trigger("closed.bs.alert").remove()}var e=a(this),f=e.attr("data-target");f||(f=e.attr("href"),f=f&&f.replace(/.*(?=#[^\s]*$)/,""));var g=a(f);b&&b.preventDefault(),g.length||(g=e.closest(".alert")),g.trigger(b=a.Event("close.bs.alert")),b.isDefaultPrevented()||(g.removeClass("in"),a.support.transition&&g.hasClass("fade")?g.one("bsTransitionEnd",c).emulateTransitionEnd(d.TRANSITION_DURATION):c())};var e=a.fn.alert;a.fn.alert=b,a.fn.alert.Constructor=d,a.fn.alert.noConflict=function(){return a.fn.alert=e,this},a(document).on("click.bs.alert.data-api",c,d.prototype.close)}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var d=a(this),e=d.data("bs.button"),f="object"==typeof b&&b;e||d.data("bs.button",e=new c(this,f)),"toggle"==b?e.toggle():b&&e.setState(b)})}var c=function(b,d){this.$element=a(b),this.options=a.extend({},c.DEFAULTS,d),this.isLoading=!1};c.VERSION="3.3.5",c.DEFAULTS={loadingText:"loading..."},c.prototype.setState=function(b){var c="disabled",d=this.$element,e=d.is("input")?"val":"html",f=d.data();b+="Text",null==f.resetText&&d.data("resetText",d[e]()),setTimeout(a.proxy(function(){d[e](null==f[b]?this.options[b]:f[b]),"loadingText"==b?(this.isLoading=!0,d.addClass(c).attr(c,c)):this.isLoading&&(this.isLoading=!1,d.removeClass(c).removeAttr(c))},this),0)},c.prototype.toggle=function(){var a=!0,b=this.$element.closest('[data-toggle="buttons"]');if(b.length){var c=this.$element.find("input");"radio"==c.prop("type")?(c.prop("checked")&&(a=!1),b.find(".active").removeClass("active"),this.$element.addClass("active")):"checkbox"==c.prop("type")&&(c.prop("checked")!==this.$element.hasClass("active")&&(a=!1),this.$element.toggleClass("active")),c.prop("checked",this.$element.hasClass("active")),a&&c.trigger("change")}else this.$element.attr("aria-pressed",!this.$element.hasClass("active")),this.$element.toggleClass("active")};var d=a.fn.button;a.fn.button=b,a.fn.button.Constructor=c,a.fn.button.noConflict=function(){return a.fn.button=d,this},a(document).on("click.bs.button.data-api",'[data-toggle^="button"]',function(c){var d=a(c.target);d.hasClass("btn")||(d=d.closest(".btn")),b.call(d,"toggle"),a(c.target).is('input[type="radio"]')||a(c.target).is('input[type="checkbox"]')||c.preventDefault()}).on("focus.bs.button.data-api blur.bs.button.data-api",'[data-toggle^="button"]',function(b){a(b.target).closest(".btn").toggleClass("focus",/^focus(in)?$/.test(b.type))})}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var d=a(this),e=d.data("bs.carousel"),f=a.extend({},c.DEFAULTS,d.data(),"object"==typeof b&&b),g="string"==typeof b?b:f.slide;e||d.data("bs.carousel",e=new c(this,f)),"number"==typeof b?e.to(b):g?e[g]():f.interval&&e.pause().cycle()})}var c=function(b,c){this.$element=a(b),this.$indicators=this.$element.find(".carousel-indicators"),this.options=c,this.paused=null,this.sliding=null,this.interval=null,this.$active=null,this.$items=null,this.options.keyboard&&this.$element.on("keydown.bs.carousel",a.proxy(this.keydown,this)),"hover"==this.options.pause&&!("ontouchstart"in document.documentElement)&&this.$element.on("mouseenter.bs.carousel",a.proxy(this.pause,this)).on("mouseleave.bs.carousel",a.proxy(this.cycle,this))};c.VERSION="3.3.5",c.TRANSITION_DURATION=600,c.DEFAULTS={interval:5e3,pause:"hover",wrap:!0,keyboard:!0},c.prototype.keydown=function(a){if(!/input|textarea/i.test(a.target.tagName)){switch(a.which){case 37:this.prev();break;case 39:this.next();break;default:return}a.preventDefault()}},c.prototype.cycle=function(b){return b||(this.paused=!1),this.interval&&clearInterval(this.interval),this.options.interval&&!this.paused&&(this.interval=setInterval(a.proxy(this.next,this),this.options.interval)),this},c.prototype.getItemIndex=function(a){return this.$items=a.parent().children(".item"),this.$items.index(a||this.$active)},c.prototype.getItemForDirection=function(a,b){var c=this.getItemIndex(b),d="prev"==a&&0===c||"next"==a&&c==this.$items.length-1;if(d&&!this.options.wrap)return b;var e="prev"==a?-1:1,f=(c+e)%this.$items.length;return this.$items.eq(f)},c.prototype.to=function(a){var b=this,c=this.getItemIndex(this.$active=this.$element.find(".item.active"));return a>this.$items.length-1||0>a?void 0:this.sliding?this.$element.one("slid.bs.carousel",function(){b.to(a)}):c==a?this.pause().cycle():this.slide(a>c?"next":"prev",this.$items.eq(a))},c.prototype.pause=function(b){return b||(this.paused=!0),this.$element.find(".next, .prev").length&&a.support.transition&&(this.$element.trigger(a.support.transition.end),this.cycle(!0)),this.interval=clearInterval(this.interval),this},c.prototype.next=function(){return this.sliding?void 0:this.slide("next")},c.prototype.prev=function(){return this.sliding?void 0:this.slide("prev")},c.prototype.slide=function(b,d){var e=this.$element.find(".item.active"),f=d||this.getItemForDirection(b,e),g=this.interval,h="next"==b?"left":"right",i=this;if(f.hasClass("active"))return this.sliding=!1;var j=f[0],k=a.Event("slide.bs.carousel",{relatedTarget:j,direction:h});if(this.$element.trigger(k),!k.isDefaultPrevented()){if(this.sliding=!0,g&&this.pause(),this.$indicators.length){this.$indicators.find(".active").removeClass("active");var l=a(this.$indicators.children()[this.getItemIndex(f)]);l&&l.addClass("active")}var m=a.Event("slid.bs.carousel",{relatedTarget:j,direction:h});return a.support.transition&&this.$element.hasClass("slide")?(f.addClass(b),f[0].offsetWidth,e.addClass(h),f.addClass(h),e.one("bsTransitionEnd",function(){f.removeClass([b,h].join(" ")).addClass("active"),e.removeClass(["active",h].join(" ")),i.sliding=!1,setTimeout(function(){i.$element.trigger(m)},0)}).emulateTransitionEnd(c.TRANSITION_DURATION)):(e.removeClass("active"),f.addClass("active"),this.sliding=!1,this.$element.trigger(m)),g&&this.cycle(),this}};var d=a.fn.carousel;a.fn.carousel=b,a.fn.carousel.Constructor=c,a.fn.carousel.noConflict=function(){return a.fn.carousel=d,this};var e=function(c){var d,e=a(this),f=a(e.attr("data-target")||(d=e.attr("href"))&&d.replace(/.*(?=#[^\s]+$)/,""));if(f.hasClass("carousel")){var g=a.extend({},f.data(),e.data()),h=e.attr("data-slide-to");h&&(g.interval=!1),b.call(f,g),h&&f.data("bs.carousel").to(h),c.preventDefault()}};a(document).on("click.bs.carousel.data-api","[data-slide]",e).on("click.bs.carousel.data-api","[data-slide-to]",e),a(window).on("load",function(){a('[data-ride="carousel"]').each(function(){var c=a(this);b.call(c,c.data())})})}(jQuery),+function(a){"use strict";function b(b){var c,d=b.attr("data-target")||(c=b.attr("href"))&&c.replace(/.*(?=#[^\s]+$)/,"");return a(d)}function c(b){return this.each(function(){var c=a(this),e=c.data("bs.collapse"),f=a.extend({},d.DEFAULTS,c.data(),"object"==typeof b&&b);!e&&f.toggle&&/show|hide/.test(b)&&(f.toggle=!1),e||c.data("bs.collapse",e=new d(this,f)),"string"==typeof b&&e[b]()})}var d=function(b,c){this.$element=a(b),this.options=a.extend({},d.DEFAULTS,c),this.$trigger=a('[data-toggle="collapse"][href="#'+b.id+'"],[data-toggle="collapse"][data-target="#'+b.id+'"]'),this.transitioning=null,this.options.parent?this.$parent=this.getParent():this.addAriaAndCollapsedClass(this.$element,this.$trigger),this.options.toggle&&this.toggle()};d.VERSION="3.3.5",d.TRANSITION_DURATION=350,d.DEFAULTS={toggle:!0},d.prototype.dimension=function(){var a=this.$element.hasClass("width");return a?"width":"height"},d.prototype.show=function(){if(!this.transitioning&&!this.$element.hasClass("in")){var b,e=this.$parent&&this.$parent.children(".panel").children(".in, .collapsing");if(!(e&&e.length&&(b=e.data("bs.collapse"),b&&b.transitioning))){var f=a.Event("show.bs.collapse");if(this.$element.trigger(f),!f.isDefaultPrevented()){e&&e.length&&(c.call(e,"hide"),b||e.data("bs.collapse",null));var g=this.dimension();this.$element.removeClass("collapse").addClass("collapsing")[g](0).attr("aria-expanded",!0),this.$trigger.removeClass("collapsed").attr("aria-expanded",!0),this.transitioning=1;var h=function(){this.$element.removeClass("collapsing").addClass("collapse in")[g](""),this.transitioning=0,this.$element.trigger("shown.bs.collapse")};if(!a.support.transition)return h.call(this);var i=a.camelCase(["scroll",g].join("-"));this.$element.one("bsTransitionEnd",a.proxy(h,this)).emulateTransitionEnd(d.TRANSITION_DURATION)[g](this.$element[0][i])}}}},d.prototype.hide=function(){if(!this.transitioning&&this.$element.hasClass("in")){var b=a.Event("hide.bs.collapse");if(this.$element.trigger(b),!b.isDefaultPrevented()){var c=this.dimension();this.$element[c](this.$element[c]())[0].offsetHeight,this.$element.addClass("collapsing").removeClass("collapse in").attr("aria-expanded",!1),this.$trigger.addClass("collapsed").attr("aria-expanded",!1),this.transitioning=1;var e=function(){this.transitioning=0,this.$element.removeClass("collapsing").addClass("collapse").trigger("hidden.bs.collapse")};return a.support.transition?void this.$element[c](0).one("bsTransitionEnd",a.proxy(e,this)).emulateTransitionEnd(d.TRANSITION_DURATION):e.call(this)}}},d.prototype.toggle=function(){this[this.$element.hasClass("in")?"hide":"show"]()},d.prototype.getParent=function(){return a(this.options.parent).find('[data-toggle="collapse"][data-parent="'+this.options.parent+'"]').each(a.proxy(function(c,d){var e=a(d);this.addAriaAndCollapsedClass(b(e),e)},this)).end()},d.prototype.addAriaAndCollapsedClass=function(a,b){var c=a.hasClass("in");a.attr("aria-expanded",c),b.toggleClass("collapsed",!c).attr("aria-expanded",c)};var e=a.fn.collapse;a.fn.collapse=c,a.fn.collapse.Constructor=d,a.fn.collapse.noConflict=function(){return a.fn.collapse=e,this},a(document).on("click.bs.collapse.data-api",'[data-toggle="collapse"]',function(d){var e=a(this);e.attr("data-target")||d.preventDefault();var f=b(e),g=f.data("bs.collapse"),h=g?"toggle":e.data();c.call(f,h)})}(jQuery),+function(a){"use strict";function b(b){var c=b.attr("data-target");c||(c=b.attr("href"),c=c&&/#[A-Za-z]/.test(c)&&c.replace(/.*(?=#[^\s]*$)/,""));var d=c&&a(c);return d&&d.length?d:b.parent()}function c(c){c&&3===c.which||(a(e).remove(),a(f).each(function(){var d=a(this),e=b(d),f={relatedTarget:this};e.hasClass("open")&&(c&&"click"==c.type&&/input|textarea/i.test(c.target.tagName)&&a.contains(e[0],c.target)||(e.trigger(c=a.Event("hide.bs.dropdown",f)),c.isDefaultPrevented()||(d.attr("aria-expanded","false"),e.removeClass("open").trigger("hidden.bs.dropdown",f))))}))}function d(b){return this.each(function(){var c=a(this),d=c.data("bs.dropdown");d||c.data("bs.dropdown",d=new g(this)),"string"==typeof b&&d[b].call(c)})}var e=".dropdown-backdrop",f='[data-toggle="dropdown"]',g=function(b){a(b).on("click.bs.dropdown",this.toggle)};g.VERSION="3.3.5",g.prototype.toggle=function(d){var e=a(this);if(!e.is(".disabled, :disabled")){var f=b(e),g=f.hasClass("open");if(c(),!g){"ontouchstart"in document.documentElement&&!f.closest(".navbar-nav").length&&a(document.createElement("div")).addClass("dropdown-backdrop").insertAfter(a(this)).on("click",c);var h={relatedTarget:this};if(f.trigger(d=a.Event("show.bs.dropdown",h)),d.isDefaultPrevented())return;e.trigger("focus").attr("aria-expanded","true"),f.toggleClass("open").trigger("shown.bs.dropdown",h)}return!1}},g.prototype.keydown=function(c){if(/(38|40|27|32)/.test(c.which)&&!/input|textarea/i.test(c.target.tagName)){var d=a(this);if(c.preventDefault(),c.stopPropagation(),!d.is(".disabled, :disabled")){var e=b(d),g=e.hasClass("open");if(!g&&27!=c.which||g&&27==c.which)return 27==c.which&&e.find(f).trigger("focus"),d.trigger("click");var h=" li:not(.disabled):visible a",i=e.find(".dropdown-menu"+h);if(i.length){var j=i.index(c.target);38==c.which&&j>0&&j--,40==c.which&&j<i.length-1&&j++,~j||(j=0),i.eq(j).trigger("focus")}}}};var h=a.fn.dropdown;a.fn.dropdown=d,a.fn.dropdown.Constructor=g,a.fn.dropdown.noConflict=function(){return a.fn.dropdown=h,this},a(document).on("click.bs.dropdown.data-api",c).on("click.bs.dropdown.data-api",".dropdown form",function(a){a.stopPropagation()}).on("click.bs.dropdown.data-api",f,g.prototype.toggle).on("keydown.bs.dropdown.data-api",f,g.prototype.keydown).on("keydown.bs.dropdown.data-api",".dropdown-menu",g.prototype.keydown)}(jQuery),+function(a){"use strict";function b(b,d){return this.each(function(){var e=a(this),f=e.data("bs.modal"),g=a.extend({},c.DEFAULTS,e.data(),"object"==typeof b&&b);f||e.data("bs.modal",f=new c(this,g)),"string"==typeof b?f[b](d):g.show&&f.show(d)})}var c=function(b,c){this.options=c,this.$body=a(document.body),this.$element=a(b),this.$dialog=this.$element.find(".modal-dialog"),this.$backdrop=null,this.isShown=null,this.originalBodyPad=null,this.scrollbarWidth=0,this.ignoreBackdropClick=!1,this.options.remote&&this.$element.find(".modal-content").load(this.options.remote,a.proxy(function(){this.$element.trigger("loaded.bs.modal")},this))};c.VERSION="3.3.5",c.TRANSITION_DURATION=300,c.BACKDROP_TRANSITION_DURATION=150,c.DEFAULTS={backdrop:!0,keyboard:!0,show:!0},c.prototype.toggle=function(a){return this.isShown?this.hide():this.show(a)},c.prototype.show=function(b){var d=this,e=a.Event("show.bs.modal",{relatedTarget:b});this.$element.trigger(e),this.isShown||e.isDefaultPrevented()||(this.isShown=!0,this.checkScrollbar(),this.setScrollbar(),this.$body.addClass("modal-open"),this.escape(),this.resize(),this.$element.on("click.dismiss.bs.modal",'[data-dismiss="modal"]',a.proxy(this.hide,this)),this.$dialog.on("mousedown.dismiss.bs.modal",function(){d.$element.one("mouseup.dismiss.bs.modal",function(b){a(b.target).is(d.$element)&&(d.ignoreBackdropClick=!0)})}),this.backdrop(function(){var e=a.support.transition&&d.$element.hasClass("fade");d.$element.parent().length||d.$element.appendTo(d.$body),d.$element.show().scrollTop(0),d.adjustDialog(),e&&d.$element[0].offsetWidth,d.$element.addClass("in"),d.enforceFocus();var f=a.Event("shown.bs.modal",{relatedTarget:b});e?d.$dialog.one("bsTransitionEnd",function(){d.$element.trigger("focus").trigger(f)}).emulateTransitionEnd(c.TRANSITION_DURATION):d.$element.trigger("focus").trigger(f)}))},c.prototype.hide=function(b){b&&b.preventDefault(),b=a.Event("hide.bs.modal"),this.$element.trigger(b),this.isShown&&!b.isDefaultPrevented()&&(this.isShown=!1,this.escape(),this.resize(),a(document).off("focusin.bs.modal"),this.$element.removeClass("in").off("click.dismiss.bs.modal").off("mouseup.dismiss.bs.modal"),this.$dialog.off("mousedown.dismiss.bs.modal"),a.support.transition&&this.$element.hasClass("fade")?this.$element.one("bsTransitionEnd",a.proxy(this.hideModal,this)).emulateTransitionEnd(c.TRANSITION_DURATION):this.hideModal())},c.prototype.enforceFocus=function(){a(document).off("focusin.bs.modal").on("focusin.bs.modal",a.proxy(function(a){this.$element[0]===a.target||this.$element.has(a.target).length||this.$element.trigger("focus")},this))},c.prototype.escape=function(){this.isShown&&this.options.keyboard?this.$element.on("keydown.dismiss.bs.modal",a.proxy(function(a){27==a.which&&this.hide()},this)):this.isShown||this.$element.off("keydown.dismiss.bs.modal")},c.prototype.resize=function(){this.isShown?a(window).on("resize.bs.modal",a.proxy(this.handleUpdate,this)):a(window).off("resize.bs.modal")},c.prototype.hideModal=function(){var a=this;this.$element.hide(),this.backdrop(function(){a.$body.removeClass("modal-open"),a.resetAdjustments(),a.resetScrollbar(),a.$element.trigger("hidden.bs.modal")})},c.prototype.removeBackdrop=function(){this.$backdrop&&this.$backdrop.remove(),this.$backdrop=null},c.prototype.backdrop=function(b){var d=this,e=this.$element.hasClass("fade")?"fade":"";if(this.isShown&&this.options.backdrop){var f=a.support.transition&&e;if(this.$backdrop=a(document.createElement("div")).addClass("modal-backdrop "+e).appendTo(this.$body),this.$element.on("click.dismiss.bs.modal",a.proxy(function(a){return this.ignoreBackdropClick?void(this.ignoreBackdropClick=!1):void(a.target===a.currentTarget&&("static"==this.options.backdrop?this.$element[0].focus():this.hide()))},this)),f&&this.$backdrop[0].offsetWidth,this.$backdrop.addClass("in"),!b)return;f?this.$backdrop.one("bsTransitionEnd",b).emulateTransitionEnd(c.BACKDROP_TRANSITION_DURATION):b()}else if(!this.isShown&&this.$backdrop){this.$backdrop.removeClass("in");var g=function(){d.removeBackdrop(),b&&b()};a.support.transition&&this.$element.hasClass("fade")?this.$backdrop.one("bsTransitionEnd",g).emulateTransitionEnd(c.BACKDROP_TRANSITION_DURATION):g()}else b&&b()},c.prototype.handleUpdate=function(){this.adjustDialog()},c.prototype.adjustDialog=function(){var a=this.$element[0].scrollHeight>document.documentElement.clientHeight;this.$element.css({paddingLeft:!this.bodyIsOverflowing&&a?this.scrollbarWidth:"",paddingRight:this.bodyIsOverflowing&&!a?this.scrollbarWidth:""})},c.prototype.resetAdjustments=function(){this.$element.css({paddingLeft:"",paddingRight:""})},c.prototype.checkScrollbar=function(){var a=window.innerWidth;if(!a){var b=document.documentElement.getBoundingClientRect();a=b.right-Math.abs(b.left)}this.bodyIsOverflowing=document.body.clientWidth<a,this.scrollbarWidth=this.measureScrollbar()},c.prototype.setScrollbar=function(){var a=parseInt(this.$body.css("padding-right")||0,10);this.originalBodyPad=document.body.style.paddingRight||"",this.bodyIsOverflowing&&this.$body.css("padding-right",a+this.scrollbarWidth)},c.prototype.resetScrollbar=function(){this.$body.css("padding-right",this.originalBodyPad)},c.prototype.measureScrollbar=function(){var a=document.createElement("div");a.className="modal-scrollbar-measure",this.$body.append(a);var b=a.offsetWidth-a.clientWidth;return this.$body[0].removeChild(a),b};var d=a.fn.modal;a.fn.modal=b,a.fn.modal.Constructor=c,a.fn.modal.noConflict=function(){return a.fn.modal=d,this},a(document).on("click.bs.modal.data-api",'[data-toggle="modal"]',function(c){var d=a(this),e=d.attr("href"),f=a(d.attr("data-target")||e&&e.replace(/.*(?=#[^\s]+$)/,"")),g=f.data("bs.modal")?"toggle":a.extend({remote:!/#/.test(e)&&e},f.data(),d.data());d.is("a")&&c.preventDefault(),f.one("show.bs.modal",function(a){a.isDefaultPrevented()||f.one("hidden.bs.modal",function(){d.is(":visible")&&d.trigger("focus")})}),b.call(f,g,this)})}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var d=a(this),e=d.data("bs.tooltip"),f="object"==typeof b&&b;(e||!/destroy|hide/.test(b))&&(e||d.data("bs.tooltip",e=new c(this,f)),"string"==typeof b&&e[b]())})}var c=function(a,b){this.type=null,this.options=null,this.enabled=null,this.timeout=null,this.hoverState=null,this.$element=null,this.inState=null,this.init("tooltip",a,b)};c.VERSION="3.3.5",c.TRANSITION_DURATION=150,c.DEFAULTS={animation:!0,placement:"top",selector:!1,template:'<div class="tooltip" role="tooltip"><div class="tooltip-arrow"></div><div class="tooltip-inner"></div></div>',trigger:"hover focus",title:"",delay:0,html:!1,container:!1,viewport:{selector:"body",padding:0}},c.prototype.init=function(b,c,d){if(this.enabled=!0,this.type=b,this.$element=a(c),this.options=this.getOptions(d),this.$viewport=this.options.viewport&&a(a.isFunction(this.options.viewport)?this.options.viewport.call(this,this.$element):this.options.viewport.selector||this.options.viewport),this.inState={click:!1,hover:!1,focus:!1},this.$element[0]instanceof document.constructor&&!this.options.selector)throw new Error("`selector` option must be specified when initializing "+this.type+" on the window.document object!");for(var e=this.options.trigger.split(" "),f=e.length;f--;){var g=e[f];if("click"==g)this.$element.on("click."+this.type,this.options.selector,a.proxy(this.toggle,this));else if("manual"!=g){var h="hover"==g?"mouseenter":"focusin",i="hover"==g?"mouseleave":"focusout";this.$element.on(h+"."+this.type,this.options.selector,a.proxy(this.enter,this)),this.$element.on(i+"."+this.type,this.options.selector,a.proxy(this.leave,this))}}this.options.selector?this._options=a.extend({},this.options,{trigger:"manual",selector:""}):this.fixTitle()},c.prototype.getDefaults=function(){return c.DEFAULTS},c.prototype.getOptions=function(b){return b=a.extend({},this.getDefaults(),this.$element.data(),b),b.delay&&"number"==typeof b.delay&&(b.delay={show:b.delay,hide:b.delay}),b},c.prototype.getDelegateOptions=function(){var b={},c=this.getDefaults();return this._options&&a.each(this._options,function(a,d){c[a]!=d&&(b[a]=d)}),b},c.prototype.enter=function(b){var c=b instanceof this.constructor?b:a(b.currentTarget).data("bs."+this.type);return c||(c=new this.constructor(b.currentTarget,this.getDelegateOptions()),a(b.currentTarget).data("bs."+this.type,c)),b instanceof a.Event&&(c.inState["focusin"==b.type?"focus":"hover"]=!0),c.tip().hasClass("in")||"in"==c.hoverState?void(c.hoverState="in"):(clearTimeout(c.timeout),c.hoverState="in",c.options.delay&&c.options.delay.show?void(c.timeout=setTimeout(function(){"in"==c.hoverState&&c.show()},c.options.delay.show)):c.show())},c.prototype.isInStateTrue=function(){for(var a in this.inState)if(this.inState[a])return!0;return!1},c.prototype.leave=function(b){var c=b instanceof this.constructor?b:a(b.currentTarget).data("bs."+this.type);return c||(c=new this.constructor(b.currentTarget,this.getDelegateOptions()),a(b.currentTarget).data("bs."+this.type,c)),b instanceof a.Event&&(c.inState["focusout"==b.type?"focus":"hover"]=!1),c.isInStateTrue()?void 0:(clearTimeout(c.timeout),c.hoverState="out",c.options.delay&&c.options.delay.hide?void(c.timeout=setTimeout(function(){"out"==c.hoverState&&c.hide()},c.options.delay.hide)):c.hide())},c.prototype.show=function(){var b=a.Event("show.bs."+this.type);if(this.hasContent()&&this.enabled){this.$element.trigger(b);var d=a.contains(this.$element[0].ownerDocument.documentElement,this.$element[0]);if(b.isDefaultPrevented()||!d)return;var e=this,f=this.tip(),g=this.getUID(this.type);this.setContent(),f.attr("id",g),this.$element.attr("aria-describedby",g),this.options.animation&&f.addClass("fade");var h="function"==typeof this.options.placement?this.options.placement.call(this,f[0],this.$element[0]):this.options.placement,i=/\s?auto?\s?/i,j=i.test(h);j&&(h=h.replace(i,"")||"top"),f.detach().css({top:0,left:0,display:"block"}).addClass(h).data("bs."+this.type,this),this.options.container?f.appendTo(this.options.container):f.insertAfter(this.$element),this.$element.trigger("inserted.bs."+this.type);var k=this.getPosition(),l=f[0].offsetWidth,m=f[0].offsetHeight;if(j){var n=h,o=this.getPosition(this.$viewport);h="bottom"==h&&k.bottom+m>o.bottom?"top":"top"==h&&k.top-m<o.top?"bottom":"right"==h&&k.right+l>o.width?"left":"left"==h&&k.left-l<o.left?"right":h,f.removeClass(n).addClass(h)}var p=this.getCalculatedOffset(h,k,l,m);this.applyPlacement(p,h);var q=function(){var a=e.hoverState;e.$element.trigger("shown.bs."+e.type),e.hoverState=null,"out"==a&&e.leave(e)};a.support.transition&&this.$tip.hasClass("fade")?f.one("bsTransitionEnd",q).emulateTransitionEnd(c.TRANSITION_DURATION):q()}},c.prototype.applyPlacement=function(b,c){var d=this.tip(),e=d[0].offsetWidth,f=d[0].offsetHeight,g=parseInt(d.css("margin-top"),10),h=parseInt(d.css("margin-left"),10);isNaN(g)&&(g=0),isNaN(h)&&(h=0),b.top+=g,b.left+=h,a.offset.setOffset(d[0],a.extend({using:function(a){d.css({top:Math.round(a.top),left:Math.round(a.left)})}},b),0),d.addClass("in");var i=d[0].offsetWidth,j=d[0].offsetHeight;"top"==c&&j!=f&&(b.top=b.top+f-j);var k=this.getViewportAdjustedDelta(c,b,i,j);k.left?b.left+=k.left:b.top+=k.top;var l=/top|bottom/.test(c),m=l?2*k.left-e+i:2*k.top-f+j,n=l?"offsetWidth":"offsetHeight";d.offset(b),this.replaceArrow(m,d[0][n],l)},c.prototype.replaceArrow=function(a,b,c){this.arrow().css(c?"left":"top",50*(1-a/b)+"%").css(c?"top":"left","")},c.prototype.setContent=function(){var a=this.tip(),b=this.getTitle();a.find(".tooltip-inner")[this.options.html?"html":"text"](b),a.removeClass("fade in top bottom left right")},c.prototype.hide=function(b){function d(){"in"!=e.hoverState&&f.detach(),e.$element.removeAttr("aria-describedby").trigger("hidden.bs."+e.type),b&&b()}var e=this,f=a(this.$tip),g=a.Event("hide.bs."+this.type);return this.$element.trigger(g),g.isDefaultPrevented()?void 0:(f.removeClass("in"),a.support.transition&&f.hasClass("fade")?f.one("bsTransitionEnd",d).emulateTransitionEnd(c.TRANSITION_DURATION):d(),this.hoverState=null,this)},c.prototype.fixTitle=function(){var a=this.$element;(a.attr("title")||"string"!=typeof a.attr("data-original-title"))&&a.attr("data-original-title",a.attr("title")||"").attr("title","")},c.prototype.hasContent=function(){return this.getTitle()},c.prototype.getPosition=function(b){b=b||this.$element;var c=b[0],d="BODY"==c.tagName,e=c.getBoundingClientRect();null==e.width&&(e=a.extend({},e,{width:e.right-e.left,height:e.bottom-e.top}));var f=d?{top:0,left:0}:b.offset(),g={scroll:d?document.documentElement.scrollTop||document.body.scrollTop:b.scrollTop()},h=d?{width:a(window).width(),height:a(window).height()}:null;return a.extend({},e,g,h,f)},c.prototype.getCalculatedOffset=function(a,b,c,d){return"bottom"==a?{top:b.top+b.height,left:b.left+b.width/2-c/2}:"top"==a?{top:b.top-d,left:b.left+b.width/2-c/2}:"left"==a?{top:b.top+b.height/2-d/2,left:b.left-c}:{top:b.top+b.height/2-d/2,left:b.left+b.width}},c.prototype.getViewportAdjustedDelta=function(a,b,c,d){var e={top:0,left:0};if(!this.$viewport)return e;var f=this.options.viewport&&this.options.viewport.padding||0,g=this.getPosition(this.$viewport);if(/right|left/.test(a)){var h=b.top-f-g.scroll,i=b.top+f-g.scroll+d;h<g.top?e.top=g.top-h:i>g.top+g.height&&(e.top=g.top+g.height-i)}else{var j=b.left-f,k=b.left+f+c;j<g.left?e.left=g.left-j:k>g.right&&(e.left=g.left+g.width-k)}return e},c.prototype.getTitle=function(){var a,b=this.$element,c=this.options;return a=b.attr("data-original-title")||("function"==typeof c.title?c.title.call(b[0]):c.title)},c.prototype.getUID=function(a){do a+=~~(1e6*Math.random());while(document.getElementById(a));return a},c.prototype.tip=function(){if(!this.$tip&&(this.$tip=a(this.options.template),1!=this.$tip.length))throw new Error(this.type+" `template` option must consist of exactly 1 top-level element!");return this.$tip},c.prototype.arrow=function(){return this.$arrow=this.$arrow||this.tip().find(".tooltip-arrow")},c.prototype.enable=function(){this.enabled=!0},c.prototype.disable=function(){this.enabled=!1},c.prototype.toggleEnabled=function(){this.enabled=!this.enabled},c.prototype.toggle=function(b){var c=this;b&&(c=a(b.currentTarget).data("bs."+this.type),c||(c=new this.constructor(b.currentTarget,this.getDelegateOptions()),a(b.currentTarget).data("bs."+this.type,c))),b?(c.inState.click=!c.inState.click,c.isInStateTrue()?c.enter(c):c.leave(c)):c.tip().hasClass("in")?c.leave(c):c.enter(c)},c.prototype.destroy=function(){var a=this;clearTimeout(this.timeout),this.hide(function(){a.$element.off("."+a.type).removeData("bs."+a.type),a.$tip&&a.$tip.detach(),a.$tip=null,a.$arrow=null,a.$viewport=null})};var d=a.fn.tooltip;a.fn.tooltip=b,a.fn.tooltip.Constructor=c,a.fn.tooltip.noConflict=function(){return a.fn.tooltip=d,this}}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var d=a(this),e=d.data("bs.popover"),f="object"==typeof b&&b;(e||!/destroy|hide/.test(b))&&(e||d.data("bs.popover",e=new c(this,f)),"string"==typeof b&&e[b]())})}var c=function(a,b){this.init("popover",a,b)};if(!a.fn.tooltip)throw new Error("Popover requires tooltip.js");c.VERSION="3.3.5",c.DEFAULTS=a.extend({},a.fn.tooltip.Constructor.DEFAULTS,{placement:"right",trigger:"click",content:"",template:'<div class="popover" role="tooltip"><div class="arrow"></div><h3 class="popover-title"></h3><div class="popover-content"></div></div>'}),c.prototype=a.extend({},a.fn.tooltip.Constructor.prototype),c.prototype.constructor=c,c.prototype.getDefaults=function(){return c.DEFAULTS},c.prototype.setContent=function(){var a=this.tip(),b=this.getTitle(),c=this.getContent();a.find(".popover-title")[this.options.html?"html":"text"](b),a.find(".popover-content").children().detach().end()[this.options.html?"string"==typeof c?"html":"append":"text"](c),a.removeClass("fade top bottom left right in"),a.find(".popover-title").html()||a.find(".popover-title").hide()},c.prototype.hasContent=function(){return this.getTitle()||this.getContent()},c.prototype.getContent=function(){var a=this.$element,b=this.options;return a.attr("data-content")||("function"==typeof b.content?b.content.call(a[0]):b.content)},c.prototype.arrow=function(){return this.$arrow=this.$arrow||this.tip().find(".arrow")};var d=a.fn.popover;a.fn.popover=b,a.fn.popover.Constructor=c,a.fn.popover.noConflict=function(){return a.fn.popover=d,this}}(jQuery),+function(a){"use strict";function b(c,d){this.$body=a(document.body),this.$scrollElement=a(a(c).is(document.body)?window:c),this.options=a.extend({},b.DEFAULTS,d),this.selector=(this.options.target||"")+" .nav li > a",this.offsets=[],this.targets=[],this.activeTarget=null,this.scrollHeight=0,this.$scrollElement.on("scroll.bs.scrollspy",a.proxy(this.process,this)),this.refresh(),this.process()}function c(c){return this.each(function(){var d=a(this),e=d.data("bs.scrollspy"),f="object"==typeof c&&c;e||d.data("bs.scrollspy",e=new b(this,f)),"string"==typeof c&&e[c]()})}b.VERSION="3.3.5",b.DEFAULTS={offset:10},b.prototype.getScrollHeight=function(){return this.$scrollElement[0].scrollHeight||Math.max(this.$body[0].scrollHeight,document.documentElement.scrollHeight)},b.prototype.refresh=function(){var b=this,c="offset",d=0;this.offsets=[],this.targets=[],this.scrollHeight=this.getScrollHeight(),a.isWindow(this.$scrollElement[0])||(c="position",d=this.$scrollElement.scrollTop()),this.$body.find(this.selector).map(function(){var b=a(this),e=b.data("target")||b.attr("href"),f=/^#./.test(e)&&a(e);return f&&f.length&&f.is(":visible")&&[[f[c]().top+d,e]]||null}).sort(function(a,b){return a[0]-b[0]}).each(function(){b.offsets.push(this[0]),b.targets.push(this[1])})},b.prototype.process=function(){var a,b=this.$scrollElement.scrollTop()+this.options.offset,c=this.getScrollHeight(),d=this.options.offset+c-this.$scrollElement.height(),e=this.offsets,f=this.targets,g=this.activeTarget;if(this.scrollHeight!=c&&this.refresh(),b>=d)return g!=(a=f[f.length-1])&&this.activate(a);if(g&&b<e[0])return this.activeTarget=null,this.clear();for(a=e.length;a--;)g!=f[a]&&b>=e[a]&&(void 0===e[a+1]||b<e[a+1])&&this.activate(f[a])},b.prototype.activate=function(b){this.activeTarget=b,this.clear();var c=this.selector+'[data-target="'+b+'"],'+this.selector+'[href="'+b+'"]',d=a(c).parents("li").addClass("active");d.parent(".dropdown-menu").length&&(d=d.closest("li.dropdown").addClass("active")),
d.trigger("activate.bs.scrollspy")},b.prototype.clear=function(){a(this.selector).parentsUntil(this.options.target,".active").removeClass("active")};var d=a.fn.scrollspy;a.fn.scrollspy=c,a.fn.scrollspy.Constructor=b,a.fn.scrollspy.noConflict=function(){return a.fn.scrollspy=d,this},a(window).on("load.bs.scrollspy.data-api",function(){a('[data-spy="scroll"]').each(function(){var b=a(this);c.call(b,b.data())})})}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var d=a(this),e=d.data("bs.tab");e||d.data("bs.tab",e=new c(this)),"string"==typeof b&&e[b]()})}var c=function(b){this.element=a(b)};c.VERSION="3.3.5",c.TRANSITION_DURATION=150,c.prototype.show=function(){var b=this.element,c=b.closest("ul:not(.dropdown-menu)"),d=b.data("target");if(d||(d=b.attr("href"),d=d&&d.replace(/.*(?=#[^\s]*$)/,"")),!b.parent("li").hasClass("active")){var e=c.find(".active:last a"),f=a.Event("hide.bs.tab",{relatedTarget:b[0]}),g=a.Event("show.bs.tab",{relatedTarget:e[0]});if(e.trigger(f),b.trigger(g),!g.isDefaultPrevented()&&!f.isDefaultPrevented()){var h=a(d);this.activate(b.closest("li"),c),this.activate(h,h.parent(),function(){e.trigger({type:"hidden.bs.tab",relatedTarget:b[0]}),b.trigger({type:"shown.bs.tab",relatedTarget:e[0]})})}}},c.prototype.activate=function(b,d,e){function f(){g.removeClass("active").find("> .dropdown-menu > .active").removeClass("active").end().find('[data-toggle="tab"]').attr("aria-expanded",!1),b.addClass("active").find('[data-toggle="tab"]').attr("aria-expanded",!0),h?(b[0].offsetWidth,b.addClass("in")):b.removeClass("fade"),b.parent(".dropdown-menu").length&&b.closest("li.dropdown").addClass("active").end().find('[data-toggle="tab"]').attr("aria-expanded",!0),e&&e()}var g=d.find("> .active"),h=e&&a.support.transition&&(g.length&&g.hasClass("fade")||!!d.find("> .fade").length);g.length&&h?g.one("bsTransitionEnd",f).emulateTransitionEnd(c.TRANSITION_DURATION):f(),g.removeClass("in")};var d=a.fn.tab;a.fn.tab=b,a.fn.tab.Constructor=c,a.fn.tab.noConflict=function(){return a.fn.tab=d,this};var e=function(c){c.preventDefault(),b.call(a(this),"show")};a(document).on("click.bs.tab.data-api",'[data-toggle="tab"]',e).on("click.bs.tab.data-api",'[data-toggle="pill"]',e)}(jQuery),+function(a){"use strict";function b(b){return this.each(function(){var d=a(this),e=d.data("bs.affix"),f="object"==typeof b&&b;e||d.data("bs.affix",e=new c(this,f)),"string"==typeof b&&e[b]()})}var c=function(b,d){this.options=a.extend({},c.DEFAULTS,d),this.$target=a(this.options.target).on("scroll.bs.affix.data-api",a.proxy(this.checkPosition,this)).on("click.bs.affix.data-api",a.proxy(this.checkPositionWithEventLoop,this)),this.$element=a(b),this.affixed=null,this.unpin=null,this.pinnedOffset=null,this.checkPosition()};c.VERSION="3.3.5",c.RESET="affix affix-top affix-bottom",c.DEFAULTS={offset:0,target:window},c.prototype.getState=function(a,b,c,d){var e=this.$target.scrollTop(),f=this.$element.offset(),g=this.$target.height();if(null!=c&&"top"==this.affixed)return c>e?"top":!1;if("bottom"==this.affixed)return null!=c?e+this.unpin<=f.top?!1:"bottom":a-d>=e+g?!1:"bottom";var h=null==this.affixed,i=h?e:f.top,j=h?g:b;return null!=c&&c>=e?"top":null!=d&&i+j>=a-d?"bottom":!1},c.prototype.getPinnedOffset=function(){if(this.pinnedOffset)return this.pinnedOffset;this.$element.removeClass(c.RESET).addClass("affix");var a=this.$target.scrollTop(),b=this.$element.offset();return this.pinnedOffset=b.top-a},c.prototype.checkPositionWithEventLoop=function(){setTimeout(a.proxy(this.checkPosition,this),1)},c.prototype.checkPosition=function(){if(this.$element.is(":visible")){var b=this.$element.height(),d=this.options.offset,e=d.top,f=d.bottom,g=Math.max(a(document).height(),a(document.body).height());"object"!=typeof d&&(f=e=d),"function"==typeof e&&(e=d.top(this.$element)),"function"==typeof f&&(f=d.bottom(this.$element));var h=this.getState(g,b,e,f);if(this.affixed!=h){null!=this.unpin&&this.$element.css("top","");var i="affix"+(h?"-"+h:""),j=a.Event(i+".bs.affix");if(this.$element.trigger(j),j.isDefaultPrevented())return;this.affixed=h,this.unpin="bottom"==h?this.getPinnedOffset():null,this.$element.removeClass(c.RESET).addClass(i).trigger(i.replace("affix","affixed")+".bs.affix")}"bottom"==h&&this.$element.offset({top:g-b-f})}};var d=a.fn.affix;a.fn.affix=b,a.fn.affix.Constructor=c,a.fn.affix.noConflict=function(){return a.fn.affix=d,this},a(window).on("load",function(){a('[data-spy="affix"]').each(function(){var c=a(this),d=c.data();d.offset=d.offset||{},null!=d.offsetBottom&&(d.offset.bottom=d.offsetBottom),null!=d.offsetTop&&(d.offset.top=d.offsetTop),b.call(c,d)})})}(jQuery);</script>
<script>/**
* @preserve HTML5 Shiv 3.7.2 | @afarkas @jdalton @jon_neal @rem | MIT/GPL2 Licensed
*/
// Only run this code in IE 8
if (!!window.navigator.userAgent.match("MSIE 8")) {
!function(a,b){function c(a,b){var c=a.createElement("p"),d=a.getElementsByTagName("head")[0]||a.documentElement;return c.innerHTML="x<style>"+b+"</style>",d.insertBefore(c.lastChild,d.firstChild)}function d(){var a=t.elements;return"string"==typeof a?a.split(" "):a}function e(a,b){var c=t.elements;"string"!=typeof c&&(c=c.join(" ")),"string"!=typeof a&&(a=a.join(" ")),t.elements=c+" "+a,j(b)}function f(a){var b=s[a[q]];return b||(b={},r++,a[q]=r,s[r]=b),b}function g(a,c,d){if(c||(c=b),l)return c.createElement(a);d||(d=f(c));var e;return e=d.cache[a]?d.cache[a].cloneNode():p.test(a)?(d.cache[a]=d.createElem(a)).cloneNode():d.createElem(a),!e.canHaveChildren||o.test(a)||e.tagUrn?e:d.frag.appendChild(e)}function h(a,c){if(a||(a=b),l)return a.createDocumentFragment();c=c||f(a);for(var e=c.frag.cloneNode(),g=0,h=d(),i=h.length;i>g;g++)e.createElement(h[g]);return e}function i(a,b){b.cache||(b.cache={},b.createElem=a.createElement,b.createFrag=a.createDocumentFragment,b.frag=b.createFrag()),a.createElement=function(c){return t.shivMethods?g(c,a,b):b.createElem(c)},a.createDocumentFragment=Function("h,f","return function(){var n=f.cloneNode(),c=n.createElement;h.shivMethods&&("+d().join().replace(/[\w\-:]+/g,function(a){return b.createElem(a),b.frag.createElement(a),'c("'+a+'")'})+");return n}")(t,b.frag)}function j(a){a||(a=b);var d=f(a);return!t.shivCSS||k||d.hasCSS||(d.hasCSS=!!c(a,"article,aside,dialog,figcaption,figure,footer,header,hgroup,main,nav,section{display:block}mark{background:#FF0;color:#000}template{display:none}")),l||i(a,d),a}var k,l,m="3.7.2",n=a.html5||{},o=/^<|^(?:button|map|select|textarea|object|iframe|option|optgroup)$/i,p=/^(?:a|b|code|div|fieldset|h1|h2|h3|h4|h5|h6|i|label|li|ol|p|q|span|strong|style|table|tbody|td|th|tr|ul)$/i,q="_html5shiv",r=0,s={};!function(){try{var a=b.createElement("a");a.innerHTML="<xyz></xyz>",k="hidden"in a,l=1==a.childNodes.length||function(){b.createElement("a");var a=b.createDocumentFragment();return"undefined"==typeof a.cloneNode||"undefined"==typeof a.createDocumentFragment||"undefined"==typeof a.createElement}()}catch(c){k=!0,l=!0}}();var t={elements:n.elements||"abbr article aside audio bdi canvas data datalist details dialog figcaption figure footer header hgroup main mark meter nav output picture progress section summary template time video",version:m,shivCSS:n.shivCSS!==!1,supportsUnknownElements:l,shivMethods:n.shivMethods!==!1,type:"default",shivDocument:j,createElement:g,createDocumentFragment:h,addElements:e};a.html5=t,j(b)}(this,document);
};
</script>
<script>/*! Respond.js v1.4.2: min/max-width media query polyfill * Copyright 2013 Scott Jehl
 * Licensed under https://github.com/scottjehl/Respond/blob/master/LICENSE-MIT
 *  */

// Only run this code in IE 8
if (!!window.navigator.userAgent.match("MSIE 8")) {
!function(a){"use strict";a.matchMedia=a.matchMedia||function(a){var b,c=a.documentElement,d=c.firstElementChild||c.firstChild,e=a.createElement("body"),f=a.createElement("div");return f.id="mq-test-1",f.style.cssText="position:absolute;top:-100em",e.style.background="none",e.appendChild(f),function(a){return f.innerHTML='&shy;<style media="'+a+'"> #mq-test-1 { width: 42px; }</style>',c.insertBefore(e,d),b=42===f.offsetWidth,c.removeChild(e),{matches:b,media:a}}}(a.document)}(this),function(a){"use strict";function b(){u(!0)}var c={};a.respond=c,c.update=function(){};var d=[],e=function(){var b=!1;try{b=new a.XMLHttpRequest}catch(c){b=new a.ActiveXObject("Microsoft.XMLHTTP")}return function(){return b}}(),f=function(a,b){var c=e();c&&(c.open("GET",a,!0),c.onreadystatechange=function(){4!==c.readyState||200!==c.status&&304!==c.status||b(c.responseText)},4!==c.readyState&&c.send(null))};if(c.ajax=f,c.queue=d,c.regex={media:/@media[^\{]+\{([^\{\}]*\{[^\}\{]*\})+/gi,keyframes:/@(?:\-(?:o|moz|webkit)\-)?keyframes[^\{]+\{(?:[^\{\}]*\{[^\}\{]*\})+[^\}]*\}/gi,urls:/(url\()['"]?([^\/\)'"][^:\)'"]+)['"]?(\))/g,findStyles:/@media *([^\{]+)\{([\S\s]+?)$/,only:/(only\s+)?([a-zA-Z]+)\s?/,minw:/\([\s]*min\-width\s*:[\s]*([\s]*[0-9\.]+)(px|em)[\s]*\)/,maxw:/\([\s]*max\-width\s*:[\s]*([\s]*[0-9\.]+)(px|em)[\s]*\)/},c.mediaQueriesSupported=a.matchMedia&&null!==a.matchMedia("only all")&&a.matchMedia("only all").matches,!c.mediaQueriesSupported){var g,h,i,j=a.document,k=j.documentElement,l=[],m=[],n=[],o={},p=30,q=j.getElementsByTagName("head")[0]||k,r=j.getElementsByTagName("base")[0],s=q.getElementsByTagName("link"),t=function(){var a,b=j.createElement("div"),c=j.body,d=k.style.fontSize,e=c&&c.style.fontSize,f=!1;return b.style.cssText="position:absolute;font-size:1em;width:1em",c||(c=f=j.createElement("body"),c.style.background="none"),k.style.fontSize="100%",c.style.fontSize="100%",c.appendChild(b),f&&k.insertBefore(c,k.firstChild),a=b.offsetWidth,f?k.removeChild(c):c.removeChild(b),k.style.fontSize=d,e&&(c.style.fontSize=e),a=i=parseFloat(a)},u=function(b){var c="clientWidth",d=k[c],e="CSS1Compat"===j.compatMode&&d||j.body[c]||d,f={},o=s[s.length-1],r=(new Date).getTime();if(b&&g&&p>r-g)return a.clearTimeout(h),h=a.setTimeout(u,p),void 0;g=r;for(var v in l)if(l.hasOwnProperty(v)){var w=l[v],x=w.minw,y=w.maxw,z=null===x,A=null===y,B="em";x&&(x=parseFloat(x)*(x.indexOf(B)>-1?i||t():1)),y&&(y=parseFloat(y)*(y.indexOf(B)>-1?i||t():1)),w.hasquery&&(z&&A||!(z||e>=x)||!(A||y>=e))||(f[w.media]||(f[w.media]=[]),f[w.media].push(m[w.rules]))}for(var C in n)n.hasOwnProperty(C)&&n[C]&&n[C].parentNode===q&&q.removeChild(n[C]);n.length=0;for(var D in f)if(f.hasOwnProperty(D)){var E=j.createElement("style"),F=f[D].join("\n");E.type="text/css",E.media=D,q.insertBefore(E,o.nextSibling),E.styleSheet?E.styleSheet.cssText=F:E.appendChild(j.createTextNode(F)),n.push(E)}},v=function(a,b,d){var e=a.replace(c.regex.keyframes,"").match(c.regex.media),f=e&&e.length||0;b=b.substring(0,b.lastIndexOf("/"));var g=function(a){return a.replace(c.regex.urls,"$1"+b+"$2$3")},h=!f&&d;b.length&&(b+="/"),h&&(f=1);for(var i=0;f>i;i++){var j,k,n,o;h?(j=d,m.push(g(a))):(j=e[i].match(c.regex.findStyles)&&RegExp.$1,m.push(RegExp.$2&&g(RegExp.$2))),n=j.split(","),o=n.length;for(var p=0;o>p;p++)k=n[p],l.push({media:k.split("(")[0].match(c.regex.only)&&RegExp.$2||"all",rules:m.length-1,hasquery:k.indexOf("(")>-1,minw:k.match(c.regex.minw)&&parseFloat(RegExp.$1)+(RegExp.$2||""),maxw:k.match(c.regex.maxw)&&parseFloat(RegExp.$1)+(RegExp.$2||"")})}u()},w=function(){if(d.length){var b=d.shift();f(b.href,function(c){v(c,b.href,b.media),o[b.href]=!0,a.setTimeout(function(){w()},0)})}},x=function(){for(var b=0;b<s.length;b++){var c=s[b],e=c.href,f=c.media,g=c.rel&&"stylesheet"===c.rel.toLowerCase();e&&g&&!o[e]&&(c.styleSheet&&c.styleSheet.rawCssText?(v(c.styleSheet.rawCssText,e,f),o[e]=!0):(!/^([a-zA-Z:]*\/\/)/.test(e)&&!r||e.replace(RegExp.$1,"").split("/")[0]===a.location.host)&&("//"===e.substring(0,2)&&(e=a.location.protocol+e),d.push({href:e,media:f})))}w()};x(),c.update=x,c.getEmValue=t,a.addEventListener?a.addEventListener("resize",b,!1):a.attachEvent&&a.attachEvent("onresize",b)}}(this);
};
</script>
<style>h1 {font-size: 34px;}
h1.title {font-size: 38px;}
h2 {font-size: 30px;}
h3 {font-size: 24px;}
h4 {font-size: 18px;}
h5 {font-size: 16px;}
h6 {font-size: 12px;}
code {color: inherit; background-color: rgba(0, 0, 0, 0.04);}
pre:not([class]) { background-color: white }</style>
<script>

/**
 * jQuery Plugin: Sticky Tabs
 *
 * @author Aidan Lister <aidan@php.net>
 * adapted by Ruben Arslan to activate parent tabs too
 * http://www.aidanlister.com/2014/03/persisting-the-tab-state-in-bootstrap/
 */
(function($) {
  "use strict";
  $.fn.rmarkdownStickyTabs = function() {
    var context = this;
    // Show the tab corresponding with the hash in the URL, or the first tab
    var showStuffFromHash = function() {
      var hash = window.location.hash;
      var selector = hash ? 'a[href="' + hash + '"]' : 'li.active > a';
      var $selector = $(selector, context);
      if($selector.data('toggle') === "tab") {
        $selector.tab('show');
        // walk up the ancestors of this element, show any hidden tabs
        $selector.parents('.section.tabset').each(function(i, elm) {
          var link = $('a[href="#' + $(elm).attr('id') + '"]');
          if(link.data('toggle') === "tab") {
            link.tab("show");
          }
        });
      }
    };


    // Set the correct tab when the page loads
    showStuffFromHash(context);

    // Set the correct tab when a user uses their back/forward button
    $(window).on('hashchange', function() {
      showStuffFromHash(context);
    });

    // Change the URL when tabs are clicked
    $('a', context).on('click', function(e) {
      history.pushState(null, null, this.href);
      showStuffFromHash(context);
    });

    return this;
  };
}(jQuery));

window.buildTabsets = function(tocID) {

  // build a tabset from a section div with the .tabset class
  function buildTabset(tabset) {

    // check for fade and pills options
    var fade = tabset.hasClass("tabset-fade");
    var pills = tabset.hasClass("tabset-pills");
    var navClass = pills ? "nav-pills" : "nav-tabs";

    // determine the heading level of the tabset and tabs
    var match = tabset.attr('class').match(/level(\d) /);
    if (match === null)
      return;
    var tabsetLevel = Number(match[1]);
    var tabLevel = tabsetLevel + 1;

    // find all subheadings immediately below
    var tabs = tabset.find("div.section.level" + tabLevel);
    if (!tabs.length)
      return;

    // create tablist and tab-content elements
    var tabList = $('<ul class="nav ' + navClass + '" role="tablist"></ul>');
    $(tabs[0]).before(tabList);
    var tabContent = $('<div class="tab-content"></div>');
    $(tabs[0]).before(tabContent);

    // build the tabset
    var activeTab = 0;
    tabs.each(function(i) {

      // get the tab div
      var tab = $(tabs[i]);

      // get the id then sanitize it for use with bootstrap tabs
      var id = tab.attr('id');

      // see if this is marked as the active tab
      if (tab.hasClass('active'))
        activeTab = i;

      // remove any table of contents entries associated with
      // this ID (since we'll be removing the heading element)
      $("div#" + tocID + " li a[href='#" + id + "']").parent().remove();

      // sanitize the id for use with bootstrap tabs
      id = id.replace(/[.\/?&!#<>]/g, '').replace(/\s/g, '_');
      tab.attr('id', id);

      // get the heading element within it, grab it's text, then remove it
      var heading = tab.find('h' + tabLevel + ':first');
      var headingText = heading.html();
      heading.remove();

      // build and append the tab list item
      var a = $('<a role="tab" data-toggle="tab">' + headingText + '</a>');
      a.attr('href', '#' + id);
      a.attr('aria-controls', id);
      var li = $('<li role="presentation"></li>');
      li.append(a);
      tabList.append(li);

      // set it's attributes
      tab.attr('role', 'tabpanel');
      tab.addClass('tab-pane');
      tab.addClass('tabbed-pane');
      if (fade)
        tab.addClass('fade');

      // move it into the tab content div
      tab.detach().appendTo(tabContent);
    });

    // set active tab
    $(tabList.children('li')[activeTab]).addClass('active');
    var active = $(tabContent.children('div.section')[activeTab]);
    active.addClass('active');
    if (fade)
      active.addClass('in');

    if (tabset.hasClass("tabset-sticky"))
      tabset.rmarkdownStickyTabs();
  }

  // convert section divs with the .tabset class to tabsets
  var tabsets = $("div.section.tabset");
  tabsets.each(function(i) {
    buildTabset($(tabsets[i]));
  });
};

</script>
<style type="text/css">.hljs-literal {
color: #990073;
}
.hljs-number {
color: #099;
}
.hljs-comment {
color: #998;
font-style: italic;
}
.hljs-keyword {
color: #900;
font-weight: bold;
}
.hljs-string {
color: #d14;
}
</style>
<script src="data:application/javascript;base64,/*! highlight.js v9.12.0 | BSD3 License | git.io/hljslicense */
!function(e){var n="object"==typeof window&&window||"object"==typeof self&&self;"undefined"!=typeof exports?e(exports):n&&(n.hljs=e({}),"function"==typeof define&&define.amd&&define([],function(){return n.hljs}))}(function(e){function n(e){return e.replace(/&/g,"&amp;").replace(/</g,"&lt;").replace(/>/g,"&gt;")}function t(e){return e.nodeName.toLowerCase()}function r(e,n){var t=e&&e.exec(n);return t&&0===t.index}function a(e){return k.test(e)}function i(e){var n,t,r,i,o=e.className+" ";if(o+=e.parentNode?e.parentNode.className:"",t=B.exec(o))return w(t[1])?t[1]:"no-highlight";for(o=o.split(/\s+/),n=0,r=o.length;r>n;n++)if(i=o[n],a(i)||w(i))return i}function o(e){var n,t={},r=Array.prototype.slice.call(arguments,1);for(n in e)t[n]=e[n];return r.forEach(function(e){for(n in e)t[n]=e[n]}),t}function u(e){var n=[];return function r(e,a){for(var i=e.firstChild;i;i=i.nextSibling)3===i.nodeType?a+=i.nodeValue.length:1===i.nodeType&&(n.push({event:"start",offset:a,node:i}),a=r(i,a),t(i).match(/br|hr|img|input/)||n.push({event:"stop",offset:a,node:i}));return a}(e,0),n}function c(e,r,a){function i(){return e.length&&r.length?e[0].offset!==r[0].offset?e[0].offset<r[0].offset?e:r:"start"===r[0].event?e:r:e.length?e:r}function o(e){function r(e){return" "+e.nodeName+'="'+n(e.value).replace('"',"&quot;")+'"'}s+="<"+t(e)+E.map.call(e.attributes,r).join("")+">"}function u(e){s+="</"+t(e)+">"}function c(e){("start"===e.event?o:u)(e.node)}for(var l=0,s="",f=[];e.length||r.length;){var g=i();if(s+=n(a.substring(l,g[0].offset)),l=g[0].offset,g===e){f.reverse().forEach(u);do c(g.splice(0,1)[0]),g=i();while(g===e&&g.length&&g[0].offset===l);f.reverse().forEach(o)}else"start"===g[0].event?f.push(g[0].node):f.pop(),c(g.splice(0,1)[0])}return s+n(a.substr(l))}function l(e){return e.v&&!e.cached_variants&&(e.cached_variants=e.v.map(function(n){return o(e,{v:null},n)})),e.cached_variants||e.eW&&[o(e)]||[e]}function s(e){function n(e){return e&&e.source||e}function t(t,r){return new RegExp(n(t),"m"+(e.cI?"i":"")+(r?"g":""))}function r(a,i){if(!a.compiled){if(a.compiled=!0,a.k=a.k||a.bK,a.k){var o={},u=function(n,t){e.cI&&(t=t.toLowerCase()),t.split(" ").forEach(function(e){var t=e.split("|");o[t[0]]=[n,t[1]?Number(t[1]):1]})};"string"==typeof a.k?u("keyword",a.k):x(a.k).forEach(function(e){u(e,a.k[e])}),a.k=o}a.lR=t(a.l||/\w+/,!0),i&&(a.bK&&(a.b="\\b("+a.bK.split(" ").join("|")+")\\b"),a.b||(a.b=/\B|\b/),a.bR=t(a.b),a.e||a.eW||(a.e=/\B|\b/),a.e&&(a.eR=t(a.e)),a.tE=n(a.e)||"",a.eW&&i.tE&&(a.tE+=(a.e?"|":"")+i.tE)),a.i&&(a.iR=t(a.i)),null==a.r&&(a.r=1),a.c||(a.c=[]),a.c=Array.prototype.concat.apply([],a.c.map(function(e){return l("self"===e?a:e)})),a.c.forEach(function(e){r(e,a)}),a.starts&&r(a.starts,i);var c=a.c.map(function(e){return e.bK?"\\.?("+e.b+")\\.?":e.b}).concat([a.tE,a.i]).map(n).filter(Boolean);a.t=c.length?t(c.join("|"),!0):{exec:function(){return null}}}}r(e)}function f(e,t,a,i){function o(e,n){var t,a;for(t=0,a=n.c.length;a>t;t++)if(r(n.c[t].bR,e))return n.c[t]}function u(e,n){if(r(e.eR,n)){for(;e.endsParent&&e.parent;)e=e.parent;return e}return e.eW?u(e.parent,n):void 0}function c(e,n){return!a&&r(n.iR,e)}function l(e,n){var t=N.cI?n[0].toLowerCase():n[0];return e.k.hasOwnProperty(t)&&e.k[t]}function p(e,n,t,r){var a=r?"":I.classPrefix,i='<span class="'+a,o=t?"":C;return i+=e+'">',i+n+o}function h(){var e,t,r,a;if(!E.k)return n(k);for(a="",t=0,E.lR.lastIndex=0,r=E.lR.exec(k);r;)a+=n(k.substring(t,r.index)),e=l(E,r),e?(B+=e[1],a+=p(e[0],n(r[0]))):a+=n(r[0]),t=E.lR.lastIndex,r=E.lR.exec(k);return a+n(k.substr(t))}function d(){var e="string"==typeof E.sL;if(e&&!y[E.sL])return n(k);var t=e?f(E.sL,k,!0,x[E.sL]):g(k,E.sL.length?E.sL:void 0);return E.r>0&&(B+=t.r),e&&(x[E.sL]=t.top),p(t.language,t.value,!1,!0)}function b(){L+=null!=E.sL?d():h(),k=""}function v(e){L+=e.cN?p(e.cN,"",!0):"",E=Object.create(e,{parent:{value:E}})}function m(e,n){if(k+=e,null==n)return b(),0;var t=o(n,E);if(t)return t.skip?k+=n:(t.eB&&(k+=n),b(),t.rB||t.eB||(k=n)),v(t,n),t.rB?0:n.length;var r=u(E,n);if(r){var a=E;a.skip?k+=n:(a.rE||a.eE||(k+=n),b(),a.eE&&(k=n));do E.cN&&(L+=C),E.skip||(B+=E.r),E=E.parent;while(E!==r.parent);return r.starts&&v(r.starts,""),a.rE?0:n.length}if(c(n,E))throw new Error('Illegal lexeme "'+n+'" for mode "'+(E.cN||"<unnamed>")+'"');return k+=n,n.length||1}var N=w(e);if(!N)throw new Error('Unknown language: "'+e+'"');s(N);var R,E=i||N,x={},L="";for(R=E;R!==N;R=R.parent)R.cN&&(L=p(R.cN,"",!0)+L);var k="",B=0;try{for(var M,j,O=0;;){if(E.t.lastIndex=O,M=E.t.exec(t),!M)break;j=m(t.substring(O,M.index),M[0]),O=M.index+j}for(m(t.substr(O)),R=E;R.parent;R=R.parent)R.cN&&(L+=C);return{r:B,value:L,language:e,top:E}}catch(T){if(T.message&&-1!==T.message.indexOf("Illegal"))return{r:0,value:n(t)};throw T}}function g(e,t){t=t||I.languages||x(y);var r={r:0,value:n(e)},a=r;return t.filter(w).forEach(function(n){var t=f(n,e,!1);t.language=n,t.r>a.r&&(a=t),t.r>r.r&&(a=r,r=t)}),a.language&&(r.second_best=a),r}function p(e){return I.tabReplace||I.useBR?e.replace(M,function(e,n){return I.useBR&&"\n"===e?"<br>":I.tabReplace?n.replace(/\t/g,I.tabReplace):""}):e}function h(e,n,t){var r=n?L[n]:t,a=[e.trim()];return e.match(/\bhljs\b/)||a.push("hljs"),-1===e.indexOf(r)&&a.push(r),a.join(" ").trim()}function d(e){var n,t,r,o,l,s=i(e);a(s)||(I.useBR?(n=document.createElementNS("http://www.w3.org/1999/xhtml","div"),n.innerHTML=e.innerHTML.replace(/\n/g,"").replace(/<br[ \/]*>/g,"\n")):n=e,l=n.textContent,r=s?f(s,l,!0):g(l),t=u(n),t.length&&(o=document.createElementNS("http://www.w3.org/1999/xhtml","div"),o.innerHTML=r.value,r.value=c(t,u(o),l)),r.value=p(r.value),e.innerHTML=r.value,e.className=h(e.className,s,r.language),e.result={language:r.language,re:r.r},r.second_best&&(e.second_best={language:r.second_best.language,re:r.second_best.r}))}function b(e){I=o(I,e)}function v(){if(!v.called){v.called=!0;var e=document.querySelectorAll("pre code");E.forEach.call(e,d)}}function m(){addEventListener("DOMContentLoaded",v,!1),addEventListener("load",v,!1)}function N(n,t){var r=y[n]=t(e);r.aliases&&r.aliases.forEach(function(e){L[e]=n})}function R(){return x(y)}function w(e){return e=(e||"").toLowerCase(),y[e]||y[L[e]]}var E=[],x=Object.keys,y={},L={},k=/^(no-?highlight|plain|text)$/i,B=/\blang(?:uage)?-([\w-]+)\b/i,M=/((^(<[^>]+>|\t|)+|(?:\n)))/gm,C="</span>",I={classPrefix:"hljs-",tabReplace:null,useBR:!1,languages:void 0};return e.highlight=f,e.highlightAuto=g,e.fixMarkup=p,e.highlightBlock=d,e.configure=b,e.initHighlighting=v,e.initHighlightingOnLoad=m,e.registerLanguage=N,e.listLanguages=R,e.getLanguage=w,e.inherit=o,e.IR="[a-zA-Z]\\w*",e.UIR="[a-zA-Z_]\\w*",e.NR="\\b\\d+(\\.\\d+)?",e.CNR="(-?)(\\b0[xX][a-fA-F0-9]+|(\\b\\d+(\\.\\d*)?|\\.\\d+)([eE][-+]?\\d+)?)",e.BNR="\\b(0b[01]+)",e.RSR="!|!=|!==|%|%=|&|&&|&=|\\*|\\*=|\\+|\\+=|,|-|-=|/=|/|:|;|<<|<<=|<=|<|===|==|=|>>>=|>>=|>=|>>>|>>|>|\\?|\\[|\\{|\\(|\\^|\\^=|\\||\\|=|\\|\\||~",e.BE={b:"\\\\[\\s\\S]",r:0},e.ASM={cN:"string",b:"'",e:"'",i:"\\n",c:[e.BE]},e.QSM={cN:"string",b:'"',e:'"',i:"\\n",c:[e.BE]},e.PWM={b:/\b(a|an|the|are|I'm|isn't|don't|doesn't|won't|but|just|should|pretty|simply|enough|gonna|going|wtf|so|such|will|you|your|they|like|more)\b/},e.C=function(n,t,r){var a=e.inherit({cN:"comment",b:n,e:t,c:[]},r||{});return a.c.push(e.PWM),a.c.push({cN:"doctag",b:"(?:TODO|FIXME|NOTE|BUG|XXX):",r:0}),a},e.CLCM=e.C("//","$"),e.CBCM=e.C("/\\*","\\*/"),e.HCM=e.C("#","$"),e.NM={cN:"number",b:e.NR,r:0},e.CNM={cN:"number",b:e.CNR,r:0},e.BNM={cN:"number",b:e.BNR,r:0},e.CSSNM={cN:"number",b:e.NR+"(%|em|ex|ch|rem|vw|vh|vmin|vmax|cm|mm|in|pt|pc|px|deg|grad|rad|turn|s|ms|Hz|kHz|dpi|dpcm|dppx)?",r:0},e.RM={cN:"regexp",b:/\//,e:/\/[gimuy]*/,i:/\n/,c:[e.BE,{b:/\[/,e:/\]/,r:0,c:[e.BE]}]},e.TM={cN:"title",b:e.IR,r:0},e.UTM={cN:"title",b:e.UIR,r:0},e.METHOD_GUARD={b:"\\.\\s*"+e.UIR,r:0},e});hljs.registerLanguage("sql",function(e){var t=e.C("--","$");return{cI:!0,i:/[<>{}*#]/,c:[{bK:"begin end start commit rollback savepoint lock alter create drop rename call delete do handler insert load replace select truncate update set show pragma grant merge describe use explain help declare prepare execute deallocate release unlock purge reset change stop analyze cache flush optimize repair kill install uninstall checksum restore check backup revoke comment",e:/;/,eW:!0,l:/[\w\.]+/,k:{keyword:"abort abs absolute acc acce accep accept access accessed accessible account acos action activate add addtime admin administer advanced advise aes_decrypt aes_encrypt after agent aggregate ali alia alias allocate allow alter always analyze ancillary and any anydata anydataset anyschema anytype apply archive archived archivelog are as asc ascii asin assembly assertion associate asynchronous at atan atn2 attr attri attrib attribu attribut attribute attributes audit authenticated authentication authid authors auto autoallocate autodblink autoextend automatic availability avg backup badfile basicfile before begin beginning benchmark between bfile bfile_base big bigfile bin binary_double binary_float binlog bit_and bit_count bit_length bit_or bit_xor bitmap blob_base block blocksize body both bound buffer_cache buffer_pool build bulk by byte byteordermark bytes cache caching call calling cancel capacity cascade cascaded case cast catalog category ceil ceiling chain change changed char_base char_length character_length characters characterset charindex charset charsetform charsetid check checksum checksum_agg child choose chr chunk class cleanup clear client clob clob_base clone close cluster_id cluster_probability cluster_set clustering coalesce coercibility col collate collation collect colu colum column column_value columns columns_updated comment commit compact compatibility compiled complete composite_limit compound compress compute concat concat_ws concurrent confirm conn connec connect connect_by_iscycle connect_by_isleaf connect_by_root connect_time connection consider consistent constant constraint constraints constructor container content contents context contributors controlfile conv convert convert_tz corr corr_k corr_s corresponding corruption cos cost count count_big counted covar_pop covar_samp cpu_per_call cpu_per_session crc32 create creation critical cross cube cume_dist curdate current current_date current_time current_timestamp current_user cursor curtime customdatum cycle data database databases datafile datafiles datalength date_add date_cache date_format date_sub dateadd datediff datefromparts datename datepart datetime2fromparts day day_to_second dayname dayofmonth dayofweek dayofyear days db_role_change dbtimezone ddl deallocate declare decode decompose decrement decrypt deduplicate def defa defau defaul default defaults deferred defi defin define degrees delayed delegate delete delete_all delimited demand dense_rank depth dequeue des_decrypt des_encrypt des_key_file desc descr descri describ describe descriptor deterministic diagnostics difference dimension direct_load directory disable disable_all disallow disassociate discardfile disconnect diskgroup distinct distinctrow distribute distributed div do document domain dotnet double downgrade drop dumpfile duplicate duration each edition editionable editions element ellipsis else elsif elt empty enable enable_all enclosed encode encoding encrypt end end-exec endian enforced engine engines enqueue enterprise entityescaping eomonth error errors escaped evalname evaluate event eventdata events except exception exceptions exchange exclude excluding execu execut execute exempt exists exit exp expire explain export export_set extended extent external external_1 external_2 externally extract failed failed_login_attempts failover failure far fast feature_set feature_value fetch field fields file file_name_convert filesystem_like_logging final finish first first_value fixed flash_cache flashback floor flush following follows for forall force form forma format found found_rows freelist freelists freepools fresh from from_base64 from_days ftp full function general generated get get_format get_lock getdate getutcdate global global_name globally go goto grant grants greatest group group_concat group_id grouping grouping_id groups gtid_subtract guarantee guard handler hash hashkeys having hea head headi headin heading heap help hex hierarchy high high_priority hosts hour http id ident_current ident_incr ident_seed identified identity idle_time if ifnull ignore iif ilike ilm immediate import in include including increment index indexes indexing indextype indicator indices inet6_aton inet6_ntoa inet_aton inet_ntoa infile initial initialized initially initrans inmemory inner innodb input insert install instance instantiable instr interface interleaved intersect into invalidate invisible is is_free_lock is_ipv4 is_ipv4_compat is_not is_not_null is_used_lock isdate isnull isolation iterate java join json json_exists keep keep_duplicates key keys kill language large last last_day last_insert_id last_value lax lcase lead leading least leaves left len lenght length less level levels library like like2 like4 likec limit lines link list listagg little ln load load_file lob lobs local localtime localtimestamp locate locator lock locked log log10 log2 logfile logfiles logging logical logical_reads_per_call logoff logon logs long loop low low_priority lower lpad lrtrim ltrim main make_set makedate maketime managed management manual map mapping mask master master_pos_wait match matched materialized max maxextents maximize maxinstances maxlen maxlogfiles maxloghistory maxlogmembers maxsize maxtrans md5 measures median medium member memcompress memory merge microsecond mid migration min minextents minimum mining minus minute minvalue missing mod mode model modification modify module monitoring month months mount move movement multiset mutex name name_const names nan national native natural nav nchar nclob nested never new newline next nextval no no_write_to_binlog noarchivelog noaudit nobadfile nocheck nocompress nocopy nocycle nodelay nodiscardfile noentityescaping noguarantee nokeep nologfile nomapping nomaxvalue nominimize nominvalue nomonitoring none noneditionable nonschema noorder nopr nopro noprom nopromp noprompt norely noresetlogs noreverse normal norowdependencies noschemacheck noswitch not nothing notice notrim novalidate now nowait nth_value nullif nulls num numb numbe nvarchar nvarchar2 object ocicoll ocidate ocidatetime ociduration ociinterval ociloblocator ocinumber ociref ocirefcursor ocirowid ocistring ocitype oct octet_length of off offline offset oid oidindex old on online only opaque open operations operator optimal optimize option optionally or oracle oracle_date oradata ord ordaudio orddicom orddoc order ordimage ordinality ordvideo organization orlany orlvary out outer outfile outline output over overflow overriding package pad parallel parallel_enable parameters parent parse partial partition partitions pascal passing password password_grace_time password_lock_time password_reuse_max password_reuse_time password_verify_function patch path patindex pctincrease pctthreshold pctused pctversion percent percent_rank percentile_cont percentile_disc performance period period_add period_diff permanent physical pi pipe pipelined pivot pluggable plugin policy position post_transaction pow power pragma prebuilt precedes preceding precision prediction prediction_cost prediction_details prediction_probability prediction_set prepare present preserve prior priority private private_sga privileges procedural procedure procedure_analyze processlist profiles project prompt protection public publishingservername purge quarter query quick quiesce quota quotename radians raise rand range rank raw read reads readsize rebuild record records recover recovery recursive recycle redo reduced ref reference referenced references referencing refresh regexp_like register regr_avgx regr_avgy regr_count regr_intercept regr_r2 regr_slope regr_sxx regr_sxy reject rekey relational relative relaylog release release_lock relies_on relocate rely rem remainder rename repair repeat replace replicate replication required reset resetlogs resize resource respect restore restricted result result_cache resumable resume retention return returning returns reuse reverse revoke right rlike role roles rollback rolling rollup round row row_count rowdependencies rowid rownum rows rtrim rules safe salt sample save savepoint sb1 sb2 sb4 scan schema schemacheck scn scope scroll sdo_georaster sdo_topo_geometry search sec_to_time second section securefile security seed segment select self sequence sequential serializable server servererror session session_user sessions_per_user set sets settings sha sha1 sha2 share shared shared_pool short show shrink shutdown si_averagecolor si_colorhistogram si_featurelist si_positionalcolor si_stillimage si_texture siblings sid sign sin size size_t sizes skip slave sleep smalldatetimefromparts smallfile snapshot some soname sort soundex source space sparse spfile split sql sql_big_result sql_buffer_result sql_cache sql_calc_found_rows sql_small_result sql_variant_property sqlcode sqldata sqlerror sqlname sqlstate sqrt square standalone standby start starting startup statement static statistics stats_binomial_test stats_crosstab stats_ks_test stats_mode stats_mw_test stats_one_way_anova stats_t_test_ stats_t_test_indep stats_t_test_one stats_t_test_paired stats_wsr_test status std stddev stddev_pop stddev_samp stdev stop storage store stored str str_to_date straight_join strcmp strict string struct stuff style subdate subpartition subpartitions substitutable substr substring subtime subtring_index subtype success sum suspend switch switchoffset switchover sync synchronous synonym sys sys_xmlagg sysasm sysaux sysdate sysdatetimeoffset sysdba sysoper system system_user sysutcdatetime table tables tablespace tan tdo template temporary terminated tertiary_weights test than then thread through tier ties time time_format time_zone timediff timefromparts timeout timestamp timestampadd timestampdiff timezone_abbr timezone_minute timezone_region to to_base64 to_date to_days to_seconds todatetimeoffset trace tracking transaction transactional translate translation treat trigger trigger_nestlevel triggers trim truncate try_cast try_convert try_parse type ub1 ub2 ub4 ucase unarchived unbounded uncompress under undo unhex unicode uniform uninstall union unique unix_timestamp unknown unlimited unlock unpivot unrecoverable unsafe unsigned until untrusted unusable unused update updated upgrade upped upper upsert url urowid usable usage use use_stored_outlines user user_data user_resources users using utc_date utc_timestamp uuid uuid_short validate validate_password_strength validation valist value values var var_samp varcharc vari varia variab variabl variable variables variance varp varraw varrawc varray verify version versions view virtual visible void wait wallet warning warnings week weekday weekofyear wellformed when whene whenev wheneve whenever where while whitespace with within without work wrapped xdb xml xmlagg xmlattributes xmlcast xmlcolattval xmlelement xmlexists xmlforest xmlindex xmlnamespaces xmlpi xmlquery xmlroot xmlschema xmlserialize xmltable xmltype xor year year_to_month years yearweek",literal:"true false null",built_in:"array bigint binary bit blob boolean char character date dec decimal float int int8 integer interval number numeric real record serial serial8 smallint text varchar varying void"},c:[{cN:"string",b:"'",e:"'",c:[e.BE,{b:"''"}]},{cN:"string",b:'"',e:'"',c:[e.BE,{b:'""'}]},{cN:"string",b:"`",e:"`",c:[e.BE]},e.CNM,e.CBCM,t]},e.CBCM,t]}});hljs.registerLanguage("r",function(e){var r="([a-zA-Z]|\\.[a-zA-Z.])[a-zA-Z0-9._]*";return{c:[e.HCM,{b:r,l:r,k:{keyword:"function if in break next repeat else for return switch while try tryCatch stop warning require library attach detach source setMethod setGeneric setGroupGeneric setClass ...",literal:"NULL NA TRUE FALSE T F Inf NaN NA_integer_|10 NA_real_|10 NA_character_|10 NA_complex_|10"},r:0},{cN:"number",b:"0[xX][0-9a-fA-F]+[Li]?\\b",r:0},{cN:"number",b:"\\d+(?:[eE][+\\-]?\\d*)?L\\b",r:0},{cN:"number",b:"\\d+\\.(?!\\d)(?:i\\b)?",r:0},{cN:"number",b:"\\d+(?:\\.\\d*)?(?:[eE][+\\-]?\\d*)?i?\\b",r:0},{cN:"number",b:"\\.\\d+(?:[eE][+\\-]?\\d*)?i?\\b",r:0},{b:"`",e:"`",r:0},{cN:"string",c:[e.BE],v:[{b:'"',e:'"'},{b:"'",e:"'"}]}]}});hljs.registerLanguage("perl",function(e){var t="getpwent getservent quotemeta msgrcv scalar kill dbmclose undef lc ma syswrite tr send umask sysopen shmwrite vec qx utime local oct semctl localtime readpipe do return format read sprintf dbmopen pop getpgrp not getpwnam rewinddir qqfileno qw endprotoent wait sethostent bless s|0 opendir continue each sleep endgrent shutdown dump chomp connect getsockname die socketpair close flock exists index shmgetsub for endpwent redo lstat msgctl setpgrp abs exit select print ref gethostbyaddr unshift fcntl syscall goto getnetbyaddr join gmtime symlink semget splice x|0 getpeername recv log setsockopt cos last reverse gethostbyname getgrnam study formline endhostent times chop length gethostent getnetent pack getprotoent getservbyname rand mkdir pos chmod y|0 substr endnetent printf next open msgsnd readdir use unlink getsockopt getpriority rindex wantarray hex system getservbyport endservent int chr untie rmdir prototype tell listen fork shmread ucfirst setprotoent else sysseek link getgrgid shmctl waitpid unpack getnetbyname reset chdir grep split require caller lcfirst until warn while values shift telldir getpwuid my getprotobynumber delete and sort uc defined srand accept package seekdir getprotobyname semop our rename seek if q|0 chroot sysread setpwent no crypt getc chown sqrt write setnetent setpriority foreach tie sin msgget map stat getlogin unless elsif truncate exec keys glob tied closedirioctl socket readlink eval xor readline binmode setservent eof ord bind alarm pipe atan2 getgrent exp time push setgrent gt lt or ne m|0 break given say state when",r={cN:"subst",b:"[$@]\\{",e:"\\}",k:t},s={b:"->{",e:"}"},n={v:[{b:/\$\d/},{b:/[\$%@](\^\w\b|#\w+(::\w+)*|{\w+}|\w+(::\w*)*)/},{b:/[\$%@][^\s\w{]/,r:0}]},i=[e.BE,r,n],o=[n,e.HCM,e.C("^\\=\\w","\\=cut",{eW:!0}),s,{cN:"string",c:i,v:[{b:"q[qwxr]?\\s*\\(",e:"\\)",r:5},{b:"q[qwxr]?\\s*\\[",e:"\\]",r:5},{b:"q[qwxr]?\\s*\\{",e:"\\}",r:5},{b:"q[qwxr]?\\s*\\|",e:"\\|",r:5},{b:"q[qwxr]?\\s*\\<",e:"\\>",r:5},{b:"qw\\s+q",e:"q",r:5},{b:"'",e:"'",c:[e.BE]},{b:'"',e:'"'},{b:"`",e:"`",c:[e.BE]},{b:"{\\w+}",c:[],r:0},{b:"-?\\w+\\s*\\=\\>",c:[],r:0}]},{cN:"number",b:"(\\b0[0-7_]+)|(\\b0x[0-9a-fA-F_]+)|(\\b[1-9][0-9_]*(\\.[0-9_]+)?)|[0_]\\b",r:0},{b:"(\\/\\/|"+e.RSR+"|\\b(split|return|print|reverse|grep)\\b)\\s*",k:"split return print reverse grep",r:0,c:[e.HCM,{cN:"regexp",b:"(s|tr|y)/(\\\\.|[^/])*/(\\\\.|[^/])*/[a-z]*",r:10},{cN:"regexp",b:"(m|qr)?/",e:"/[a-z]*",c:[e.BE],r:0}]},{cN:"function",bK:"sub",e:"(\\s*\\(.*?\\))?[;{]",eE:!0,r:5,c:[e.TM]},{b:"-\\w\\b",r:0},{b:"^__DATA__$",e:"^__END__$",sL:"mojolicious",c:[{b:"^@@.*",e:"$",cN:"comment"}]}];return r.c=o,s.c=o,{aliases:["pl","pm"],l:/[\w\.]+/,k:t,c:o}});hljs.registerLanguage("ini",function(e){var b={cN:"string",c:[e.BE],v:[{b:"'''",e:"'''",r:10},{b:'"""',e:'"""',r:10},{b:'"',e:'"'},{b:"'",e:"'"}]};return{aliases:["toml"],cI:!0,i:/\S/,c:[e.C(";","$"),e.HCM,{cN:"section",b:/^\s*\[+/,e:/\]+/},{b:/^[a-z0-9\[\]_-]+\s*=\s*/,e:"$",rB:!0,c:[{cN:"attr",b:/[a-z0-9\[\]_-]+/},{b:/=/,eW:!0,r:0,c:[{cN:"literal",b:/\bon|off|true|false|yes|no\b/},{cN:"variable",v:[{b:/\$[\w\d"][\w\d_]*/},{b:/\$\{(.*?)}/}]},b,{cN:"number",b:/([\+\-]+)?[\d]+_[\d_]+/},e.NM]}]}]}});hljs.registerLanguage("diff",function(e){return{aliases:["patch"],c:[{cN:"meta",r:10,v:[{b:/^@@ +\-\d+,\d+ +\+\d+,\d+ +@@$/},{b:/^\*\*\* +\d+,\d+ +\*\*\*\*$/},{b:/^\-\-\- +\d+,\d+ +\-\-\-\-$/}]},{cN:"comment",v:[{b:/Index: /,e:/$/},{b:/={3,}/,e:/$/},{b:/^\-{3}/,e:/$/},{b:/^\*{3} /,e:/$/},{b:/^\+{3}/,e:/$/},{b:/\*{5}/,e:/\*{5}$/}]},{cN:"addition",b:"^\\+",e:"$"},{cN:"deletion",b:"^\\-",e:"$"},{cN:"addition",b:"^\\!",e:"$"}]}});hljs.registerLanguage("go",function(e){var t={keyword:"break default func interface select case map struct chan else goto package switch const fallthrough if range type continue for import return var go defer bool byte complex64 complex128 float32 float64 int8 int16 int32 int64 string uint8 uint16 uint32 uint64 int uint uintptr rune",literal:"true false iota nil",built_in:"append cap close complex copy imag len make new panic print println real recover delete"};return{aliases:["golang"],k:t,i:"</",c:[e.CLCM,e.CBCM,{cN:"string",v:[e.QSM,{b:"'",e:"[^\\\\]'"},{b:"`",e:"`"}]},{cN:"number",v:[{b:e.CNR+"[dflsi]",r:1},e.CNM]},{b:/:=/},{cN:"function",bK:"func",e:/\s*\{/,eE:!0,c:[e.TM,{cN:"params",b:/\(/,e:/\)/,k:t,i:/["']/}]}]}});hljs.registerLanguage("bash",function(e){var t={cN:"variable",v:[{b:/\$[\w\d#@][\w\d_]*/},{b:/\$\{(.*?)}/}]},s={cN:"string",b:/"/,e:/"/,c:[e.BE,t,{cN:"variable",b:/\$\(/,e:/\)/,c:[e.BE]}]},a={cN:"string",b:/'/,e:/'/};return{aliases:["sh","zsh"],l:/\b-?[a-z\._]+\b/,k:{keyword:"if then else elif fi for while in do done case esac function",literal:"true false",built_in:"break cd continue eval exec exit export getopts hash pwd readonly return shift test times trap umask unset alias bind builtin caller command declare echo enable help let local logout mapfile printf read readarray source type typeset ulimit unalias set shopt autoload bg bindkey bye cap chdir clone comparguments compcall compctl compdescribe compfiles compgroups compquote comptags comptry compvalues dirs disable disown echotc echoti emulate fc fg float functions getcap getln history integer jobs kill limit log noglob popd print pushd pushln rehash sched setcap setopt stat suspend ttyctl unfunction unhash unlimit unsetopt vared wait whence where which zcompile zformat zftp zle zmodload zparseopts zprof zpty zregexparse zsocket zstyle ztcp",_:"-ne -eq -lt -gt -f -d -e -s -l -a"},c:[{cN:"meta",b:/^#![^\n]+sh\s*$/,r:10},{cN:"function",b:/\w[\w\d_]*\s*\(\s*\)\s*\{/,rB:!0,c:[e.inherit(e.TM,{b:/\w[\w\d_]*/})],r:0},e.HCM,s,a,t]}});hljs.registerLanguage("python",function(e){var r={keyword:"and elif is global as in if from raise for except finally print import pass return exec else break not with class assert yield try while continue del or def lambda async await nonlocal|10 None True False",built_in:"Ellipsis NotImplemented"},b={cN:"meta",b:/^(>>>|\.\.\.) /},c={cN:"subst",b:/\{/,e:/\}/,k:r,i:/#/},a={cN:"string",c:[e.BE],v:[{b:/(u|b)?r?'''/,e:/'''/,c:[b],r:10},{b:/(u|b)?r?"""/,e:/"""/,c:[b],r:10},{b:/(fr|rf|f)'''/,e:/'''/,c:[b,c]},{b:/(fr|rf|f)"""/,e:/"""/,c:[b,c]},{b:/(u|r|ur)'/,e:/'/,r:10},{b:/(u|r|ur)"/,e:/"/,r:10},{b:/(b|br)'/,e:/'/},{b:/(b|br)"/,e:/"/},{b:/(fr|rf|f)'/,e:/'/,c:[c]},{b:/(fr|rf|f)"/,e:/"/,c:[c]},e.ASM,e.QSM]},s={cN:"number",r:0,v:[{b:e.BNR+"[lLjJ]?"},{b:"\\b(0o[0-7]+)[lLjJ]?"},{b:e.CNR+"[lLjJ]?"}]},i={cN:"params",b:/\(/,e:/\)/,c:["self",b,s,a]};return c.c=[a,s,b],{aliases:["py","gyp"],k:r,i:/(<\/|->|\?)|=>/,c:[b,s,a,e.HCM,{v:[{cN:"function",bK:"def"},{cN:"class",bK:"class"}],e:/:/,i:/[${=;\n,]/,c:[e.UTM,i,{b:/->/,eW:!0,k:"None"}]},{cN:"meta",b:/^[\t ]*@/,e:/$/},{b:/\b(print|exec)\(/}]}});hljs.registerLanguage("julia",function(e){var r={keyword:"in isa where baremodule begin break catch ccall const continue do else elseif end export false finally for function global if import importall let local macro module quote return true try using while type immutable abstract bitstype typealias ",literal:"true false ARGS C_NULL DevNull ENDIAN_BOM ENV I Inf Inf16 Inf32 Inf64 InsertionSort JULIA_HOME LOAD_PATH MergeSort NaN NaN16 NaN32 NaN64 PROGRAM_FILE QuickSort RoundDown RoundFromZero RoundNearest RoundNearestTiesAway RoundNearestTiesUp RoundToZero RoundUp STDERR STDIN STDOUT VERSION catalan e|0 eu|0 eulergamma golden im nothing pi γ π φ ",built_in:"ANY AbstractArray AbstractChannel AbstractFloat AbstractMatrix AbstractRNG AbstractSerializer AbstractSet AbstractSparseArray AbstractSparseMatrix AbstractSparseVector AbstractString AbstractUnitRange AbstractVecOrMat AbstractVector Any ArgumentError Array AssertionError Associative Base64DecodePipe Base64EncodePipe Bidiagonal BigFloat BigInt BitArray BitMatrix BitVector Bool BoundsError BufferStream CachingPool CapturedException CartesianIndex CartesianRange Cchar Cdouble Cfloat Channel Char Cint Cintmax_t Clong Clonglong ClusterManager Cmd CodeInfo Colon Complex Complex128 Complex32 Complex64 CompositeException Condition ConjArray ConjMatrix ConjVector Cptrdiff_t Cshort Csize_t Cssize_t Cstring Cuchar Cuint Cuintmax_t Culong Culonglong Cushort Cwchar_t Cwstring DataType Date DateFormat DateTime DenseArray DenseMatrix DenseVecOrMat DenseVector Diagonal Dict DimensionMismatch Dims DirectIndexString Display DivideError DomainError EOFError EachLine Enum Enumerate ErrorException Exception ExponentialBackOff Expr Factorization FileMonitor Float16 Float32 Float64 Function Future GlobalRef GotoNode HTML Hermitian IO IOBuffer IOContext IOStream IPAddr IPv4 IPv6 IndexCartesian IndexLinear IndexStyle InexactError InitError Int Int128 Int16 Int32 Int64 Int8 IntSet Integer InterruptException InvalidStateException Irrational KeyError LabelNode LinSpace LineNumberNode LoadError LowerTriangular MIME Matrix MersenneTwister Method MethodError MethodTable Module NTuple NewvarNode NullException Nullable Number ObjectIdDict OrdinalRange OutOfMemoryError OverflowError Pair ParseError PartialQuickSort PermutedDimsArray Pipe PollingFileWatcher ProcessExitedException Ptr QuoteNode RandomDevice Range RangeIndex Rational RawFD ReadOnlyMemoryError Real ReentrantLock Ref Regex RegexMatch RemoteChannel RemoteException RevString RoundingMode RowVector SSAValue SegmentationFault SerializationState Set SharedArray SharedMatrix SharedVector Signed SimpleVector Slot SlotNumber SparseMatrixCSC SparseVector StackFrame StackOverflowError StackTrace StepRange StepRangeLen StridedArray StridedMatrix StridedVecOrMat StridedVector String SubArray SubString SymTridiagonal Symbol Symmetric SystemError TCPSocket Task Text TextDisplay Timer Tridiagonal Tuple Type TypeError TypeMapEntry TypeMapLevel TypeName TypeVar TypedSlot UDPSocket UInt UInt128 UInt16 UInt32 UInt64 UInt8 UndefRefError UndefVarError UnicodeError UniformScaling Union UnionAll UnitRange Unsigned UpperTriangular Val Vararg VecElement VecOrMat Vector VersionNumber Void WeakKeyDict WeakRef WorkerConfig WorkerPool "},t="[A-Za-z_\\u00A1-\\uFFFF][A-Za-z_0-9\\u00A1-\\uFFFF]*",a={l:t,k:r,i:/<\//},n={cN:"number",b:/(\b0x[\d_]*(\.[\d_]*)?|0x\.\d[\d_]*)p[-+]?\d+|\b0[box][a-fA-F0-9][a-fA-F0-9_]*|(\b\d[\d_]*(\.[\d_]*)?|\.\d[\d_]*)([eEfF][-+]?\d+)?/,r:0},o={cN:"string",b:/'(.|\\[xXuU][a-zA-Z0-9]+)'/},i={cN:"subst",b:/\$\(/,e:/\)/,k:r},l={cN:"variable",b:"\\$"+t},c={cN:"string",c:[e.BE,i,l],v:[{b:/\w*"""/,e:/"""\w*/,r:10},{b:/\w*"/,e:/"\w*/}]},s={cN:"string",c:[e.BE,i,l],b:"`",e:"`"},d={cN:"meta",b:"@"+t},u={cN:"comment",v:[{b:"#=",e:"=#",r:10},{b:"#",e:"$"}]};return a.c=[n,o,c,s,d,u,e.HCM,{cN:"keyword",b:"\\b(((abstract|primitive)\\s+)type|(mutable\\s+)?struct)\\b"},{b:/<:/}],i.c=a.c,a});hljs.registerLanguage("coffeescript",function(e){var c={keyword:"in if for while finally new do return else break catch instanceof throw try this switch continue typeof delete debugger super yield import export from as default await then unless until loop of by when and or is isnt not",literal:"true false null undefined yes no on off",built_in:"npm require console print module global window document"},n="[A-Za-z$_][0-9A-Za-z$_]*",r={cN:"subst",b:/#\{/,e:/}/,k:c},i=[e.BNM,e.inherit(e.CNM,{starts:{e:"(\\s*/)?",r:0}}),{cN:"string",v:[{b:/'''/,e:/'''/,c:[e.BE]},{b:/'/,e:/'/,c:[e.BE]},{b:/"""/,e:/"""/,c:[e.BE,r]},{b:/"/,e:/"/,c:[e.BE,r]}]},{cN:"regexp",v:[{b:"///",e:"///",c:[r,e.HCM]},{b:"//[gim]*",r:0},{b:/\/(?![ *])(\\\/|.)*?\/[gim]*(?=\W|$)/}]},{b:"@"+n},{sL:"javascript",eB:!0,eE:!0,v:[{b:"```",e:"```"},{b:"`",e:"`"}]}];r.c=i;var s=e.inherit(e.TM,{b:n}),t="(\\(.*\\))?\\s*\\B[-=]>",o={cN:"params",b:"\\([^\\(]",rB:!0,c:[{b:/\(/,e:/\)/,k:c,c:["self"].concat(i)}]};return{aliases:["coffee","cson","iced"],k:c,i:/\/\*/,c:i.concat([e.C("###","###"),e.HCM,{cN:"function",b:"^\\s*"+n+"\\s*=\\s*"+t,e:"[-=]>",rB:!0,c:[s,o]},{b:/[:\(,=]\s*/,r:0,c:[{cN:"function",b:t,e:"[-=]>",rB:!0,c:[o]}]},{cN:"class",bK:"class",e:"$",i:/[:="\[\]]/,c:[{bK:"extends",eW:!0,i:/[:="\[\]]/,c:[s]},s]},{b:n+":",e:":",rB:!0,rE:!0,r:0}])}});hljs.registerLanguage("cpp",function(t){var e={cN:"keyword",b:"\\b[a-z\\d_]*_t\\b"},r={cN:"string",v:[{b:'(u8?|U)?L?"',e:'"',i:"\\n",c:[t.BE]},{b:'(u8?|U)?R"',e:'"',c:[t.BE]},{b:"'\\\\?.",e:"'",i:"."}]},s={cN:"number",v:[{b:"\\b(0b[01']+)"},{b:"(-?)\\b([\\d']+(\\.[\\d']*)?|\\.[\\d']+)(u|U|l|L|ul|UL|f|F|b|B)"},{b:"(-?)(\\b0[xX][a-fA-F0-9']+|(\\b[\\d']+(\\.[\\d']*)?|\\.[\\d']+)([eE][-+]?[\\d']+)?)"}],r:0},i={cN:"meta",b:/#\s*[a-z]+\b/,e:/$/,k:{"meta-keyword":"if else elif endif define undef warning error line pragma ifdef ifndef include"},c:[{b:/\\\n/,r:0},t.inherit(r,{cN:"meta-string"}),{cN:"meta-string",b:/<[^\n>]*>/,e:/$/,i:"\\n"},t.CLCM,t.CBCM]},a=t.IR+"\\s*\\(",c={keyword:"int float while private char catch import module export virtual operator sizeof dynamic_cast|10 typedef const_cast|10 const for static_cast|10 union namespace unsigned long volatile static protected bool template mutable if public friend do goto auto void enum else break extern using asm case typeid short reinterpret_cast|10 default double register explicit signed typename try this switch continue inline delete alignof constexpr decltype noexcept static_assert thread_local restrict _Bool complex _Complex _Imaginary atomic_bool atomic_char atomic_schar atomic_uchar atomic_short atomic_ushort atomic_int atomic_uint atomic_long atomic_ulong atomic_llong atomic_ullong new throw return and or not",built_in:"std string cin cout cerr clog stdin stdout stderr stringstream istringstream ostringstream auto_ptr deque list queue stack vector map set bitset multiset multimap unordered_set unordered_map unordered_multiset unordered_multimap array shared_ptr abort abs acos asin atan2 atan calloc ceil cosh cos exit exp fabs floor fmod fprintf fputs free frexp fscanf isalnum isalpha iscntrl isdigit isgraph islower isprint ispunct isspace isupper isxdigit tolower toupper labs ldexp log10 log malloc realloc memchr memcmp memcpy memset modf pow printf putchar puts scanf sinh sin snprintf sprintf sqrt sscanf strcat strchr strcmp strcpy strcspn strlen strncat strncmp strncpy strpbrk strrchr strspn strstr tanh tan vfprintf vprintf vsprintf endl initializer_list unique_ptr",literal:"true false nullptr NULL"},n=[e,t.CLCM,t.CBCM,s,r];return{aliases:["c","cc","h","c++","h++","hpp"],k:c,i:"</",c:n.concat([i,{b:"\\b(deque|list|queue|stack|vector|map|set|bitset|multiset|multimap|unordered_map|unordered_set|unordered_multiset|unordered_multimap|array)\\s*<",e:">",k:c,c:["self",e]},{b:t.IR+"::",k:c},{v:[{b:/=/,e:/;/},{b:/\(/,e:/\)/},{bK:"new throw return else",e:/;/}],k:c,c:n.concat([{b:/\(/,e:/\)/,k:c,c:n.concat(["self"]),r:0}]),r:0},{cN:"function",b:"("+t.IR+"[\\*&\\s]+)+"+a,rB:!0,e:/[{;=]/,eE:!0,k:c,i:/[^\w\s\*&]/,c:[{b:a,rB:!0,c:[t.TM],r:0},{cN:"params",b:/\(/,e:/\)/,k:c,r:0,c:[t.CLCM,t.CBCM,r,s,e]},t.CLCM,t.CBCM,i]},{cN:"class",bK:"class struct",e:/[{;:]/,c:[{b:/</,e:/>/,c:["self"]},t.TM]}]),exports:{preprocessor:i,strings:r,k:c}}});hljs.registerLanguage("ruby",function(e){var b="[a-zA-Z_]\\w*[!?=]?|[-+~]\\@|<<|>>|=~|===?|<=>|[<>]=?|\\*\\*|[-/+%^&*~`|]|\\[\\]=?",r={keyword:"and then defined module in return redo if BEGIN retry end for self when next until do begin unless END rescue else break undef not super class case require yield alias while ensure elsif or include attr_reader attr_writer attr_accessor",literal:"true false nil"},c={cN:"doctag",b:"@[A-Za-z]+"},a={b:"#<",e:">"},s=[e.C("#","$",{c:[c]}),e.C("^\\=begin","^\\=end",{c:[c],r:10}),e.C("^__END__","\\n$")],n={cN:"subst",b:"#\\{",e:"}",k:r},t={cN:"string",c:[e.BE,n],v:[{b:/'/,e:/'/},{b:/"/,e:/"/},{b:/`/,e:/`/},{b:"%[qQwWx]?\\(",e:"\\)"},{b:"%[qQwWx]?\\[",e:"\\]"},{b:"%[qQwWx]?{",e:"}"},{b:"%[qQwWx]?<",e:">"},{b:"%[qQwWx]?/",e:"/"},{b:"%[qQwWx]?%",e:"%"},{b:"%[qQwWx]?-",e:"-"},{b:"%[qQwWx]?\\|",e:"\\|"},{b:/\B\?(\\\d{1,3}|\\x[A-Fa-f0-9]{1,2}|\\u[A-Fa-f0-9]{4}|\\?\S)\b/},{b:/<<(-?)\w+$/,e:/^\s*\w+$/}]},i={cN:"params",b:"\\(",e:"\\)",endsParent:!0,k:r},d=[t,a,{cN:"class",bK:"class module",e:"$|;",i:/=/,c:[e.inherit(e.TM,{b:"[A-Za-z_]\\w*(::\\w+)*(\\?|\\!)?"}),{b:"<\\s*",c:[{b:"("+e.IR+"::)?"+e.IR}]}].concat(s)},{cN:"function",bK:"def",e:"$|;",c:[e.inherit(e.TM,{b:b}),i].concat(s)},{b:e.IR+"::"},{cN:"symbol",b:e.UIR+"(\\!|\\?)?:",r:0},{cN:"symbol",b:":(?!\\s)",c:[t,{b:b}],r:0},{cN:"number",b:"(\\b0[0-7_]+)|(\\b0x[0-9a-fA-F_]+)|(\\b[1-9][0-9_]*(\\.[0-9_]+)?)|[0_]\\b",r:0},{b:"(\\$\\W)|((\\$|\\@\\@?)(\\w+))"},{cN:"params",b:/\|/,e:/\|/,k:r},{b:"("+e.RSR+"|unless)\\s*",k:"unless",c:[a,{cN:"regexp",c:[e.BE,n],i:/\n/,v:[{b:"/",e:"/[a-z]*"},{b:"%r{",e:"}[a-z]*"},{b:"%r\\(",e:"\\)[a-z]*"},{b:"%r!",e:"![a-z]*"},{b:"%r\\[",e:"\\][a-z]*"}]}].concat(s),r:0}].concat(s);n.c=d,i.c=d;var l="[>?]>",o="[\\w#]+\\(\\w+\\):\\d+:\\d+>",u="(\\w+-)?\\d+\\.\\d+\\.\\d(p\\d+)?[^>]+>",w=[{b:/^\s*=>/,starts:{e:"$",c:d}},{cN:"meta",b:"^("+l+"|"+o+"|"+u+")",starts:{e:"$",c:d}}];return{aliases:["rb","gemspec","podspec","thor","irb"],k:r,i:/\/\*/,c:s.concat(w).concat(d)}});hljs.registerLanguage("yaml",function(e){var b="true false yes no null",a="^[ \\-]*",r="[a-zA-Z_][\\w\\-]*",t={cN:"attr",v:[{b:a+r+":"},{b:a+'"'+r+'":'},{b:a+"'"+r+"':"}]},c={cN:"template-variable",v:[{b:"{{",e:"}}"},{b:"%{",e:"}"}]},l={cN:"string",r:0,v:[{b:/'/,e:/'/},{b:/"/,e:/"/},{b:/\S+/}],c:[e.BE,c]};return{cI:!0,aliases:["yml","YAML","yaml"],c:[t,{cN:"meta",b:"^---s*$",r:10},{cN:"string",b:"[\\|>] *$",rE:!0,c:l.c,e:t.v[0].b},{b:"<%[%=-]?",e:"[%-]?%>",sL:"ruby",eB:!0,eE:!0,r:0},{cN:"type",b:"!!"+e.UIR},{cN:"meta",b:"&"+e.UIR+"$"},{cN:"meta",b:"\\*"+e.UIR+"$"},{cN:"bullet",b:"^ *-",r:0},e.HCM,{bK:b,k:{literal:b}},e.CNM,l]}});hljs.registerLanguage("css",function(e){var c="[a-zA-Z-][a-zA-Z0-9_-]*",t={b:/[A-Z\_\.\-]+\s*:/,rB:!0,e:";",eW:!0,c:[{cN:"attribute",b:/\S/,e:":",eE:!0,starts:{eW:!0,eE:!0,c:[{b:/[\w-]+\(/,rB:!0,c:[{cN:"built_in",b:/[\w-]+/},{b:/\(/,e:/\)/,c:[e.ASM,e.QSM]}]},e.CSSNM,e.QSM,e.ASM,e.CBCM,{cN:"number",b:"#[0-9A-Fa-f]+"},{cN:"meta",b:"!important"}]}}]};return{cI:!0,i:/[=\/|'\$]/,c:[e.CBCM,{cN:"selector-id",b:/#[A-Za-z0-9_-]+/},{cN:"selector-class",b:/\.[A-Za-z0-9_-]+/},{cN:"selector-attr",b:/\[/,e:/\]/,i:"$"},{cN:"selector-pseudo",b:/:(:)?[a-zA-Z0-9\_\-\+\(\)"'.]+/},{b:"@(font-face|page)",l:"[a-z-]+",k:"font-face page"},{b:"@",e:"[{;]",i:/:/,c:[{cN:"keyword",b:/\w+/},{b:/\s/,eW:!0,eE:!0,r:0,c:[e.ASM,e.QSM,e.CSSNM]}]},{cN:"selector-tag",b:c,r:0},{b:"{",e:"}",i:/\S/,c:[e.CBCM,t]}]}});hljs.registerLanguage("fortran",function(e){var t={cN:"params",b:"\\(",e:"\\)"},n={literal:".False. .True.",keyword:"kind do while private call intrinsic where elsewhere type endtype endmodule endselect endinterface end enddo endif if forall endforall only contains default return stop then public subroutine|10 function program .and. .or. .not. .le. .eq. .ge. .gt. .lt. goto save else use module select case access blank direct exist file fmt form formatted iostat name named nextrec number opened rec recl sequential status unformatted unit continue format pause cycle exit c_null_char c_alert c_backspace c_form_feed flush wait decimal round iomsg synchronous nopass non_overridable pass protected volatile abstract extends import non_intrinsic value deferred generic final enumerator class associate bind enum c_int c_short c_long c_long_long c_signed_char c_size_t c_int8_t c_int16_t c_int32_t c_int64_t c_int_least8_t c_int_least16_t c_int_least32_t c_int_least64_t c_int_fast8_t c_int_fast16_t c_int_fast32_t c_int_fast64_t c_intmax_t C_intptr_t c_float c_double c_long_double c_float_complex c_double_complex c_long_double_complex c_bool c_char c_null_ptr c_null_funptr c_new_line c_carriage_return c_horizontal_tab c_vertical_tab iso_c_binding c_loc c_funloc c_associated  c_f_pointer c_ptr c_funptr iso_fortran_env character_storage_size error_unit file_storage_size input_unit iostat_end iostat_eor numeric_storage_size output_unit c_f_procpointer ieee_arithmetic ieee_support_underflow_control ieee_get_underflow_mode ieee_set_underflow_mode newunit contiguous recursive pad position action delim readwrite eor advance nml interface procedure namelist include sequence elemental pure integer real character complex logical dimension allocatable|10 parameter external implicit|10 none double precision assign intent optional pointer target in out common equivalence data",built_in:"alog alog10 amax0 amax1 amin0 amin1 amod cabs ccos cexp clog csin csqrt dabs dacos dasin datan datan2 dcos dcosh ddim dexp dint dlog dlog10 dmax1 dmin1 dmod dnint dsign dsin dsinh dsqrt dtan dtanh float iabs idim idint idnint ifix isign max0 max1 min0 min1 sngl algama cdabs cdcos cdexp cdlog cdsin cdsqrt cqabs cqcos cqexp cqlog cqsin cqsqrt dcmplx dconjg derf derfc dfloat dgamma dimag dlgama iqint qabs qacos qasin qatan qatan2 qcmplx qconjg qcos qcosh qdim qerf qerfc qexp qgamma qimag qlgama qlog qlog10 qmax1 qmin1 qmod qnint qsign qsin qsinh qsqrt qtan qtanh abs acos aimag aint anint asin atan atan2 char cmplx conjg cos cosh exp ichar index int log log10 max min nint sign sin sinh sqrt tan tanh print write dim lge lgt lle llt mod nullify allocate deallocate adjustl adjustr all allocated any associated bit_size btest ceiling count cshift date_and_time digits dot_product eoshift epsilon exponent floor fraction huge iand ibclr ibits ibset ieor ior ishft ishftc lbound len_trim matmul maxexponent maxloc maxval merge minexponent minloc minval modulo mvbits nearest pack present product radix random_number random_seed range repeat reshape rrspacing scale scan selected_int_kind selected_real_kind set_exponent shape size spacing spread sum system_clock tiny transpose trim ubound unpack verify achar iachar transfer dble entry dprod cpu_time command_argument_count get_command get_command_argument get_environment_variable is_iostat_end ieee_arithmetic ieee_support_underflow_control ieee_get_underflow_mode ieee_set_underflow_mode is_iostat_eor move_alloc new_line selected_char_kind same_type_as extends_type_ofacosh asinh atanh bessel_j0 bessel_j1 bessel_jn bessel_y0 bessel_y1 bessel_yn erf erfc erfc_scaled gamma log_gamma hypot norm2 atomic_define atomic_ref execute_command_line leadz trailz storage_size merge_bits bge bgt ble blt dshiftl dshiftr findloc iall iany iparity image_index lcobound ucobound maskl maskr num_images parity popcnt poppar shifta shiftl shiftr this_image"};return{cI:!0,aliases:["f90","f95"],k:n,i:/\/\*/,c:[e.inherit(e.ASM,{cN:"string",r:0}),e.inherit(e.QSM,{cN:"string",r:0}),{cN:"function",bK:"subroutine function program",i:"[${=\\n]",c:[e.UTM,t]},e.C("!","$",{r:0}),{cN:"number",b:"(?=\\b|\\+|\\-|\\.)(?=\\.\\d|\\d)(?:\\d+)?(?:\\.?\\d*)(?:[de][+-]?\\d+)?\\b\\.?",r:0}]}});hljs.registerLanguage("awk",function(e){var r={cN:"variable",v:[{b:/\$[\w\d#@][\w\d_]*/},{b:/\$\{(.*?)}/}]},b="BEGIN END if else while do for in break continue delete next nextfile function func exit|10",n={cN:"string",c:[e.BE],v:[{b:/(u|b)?r?'''/,e:/'''/,r:10},{b:/(u|b)?r?"""/,e:/"""/,r:10},{b:/(u|r|ur)'/,e:/'/,r:10},{b:/(u|r|ur)"/,e:/"/,r:10},{b:/(b|br)'/,e:/'/},{b:/(b|br)"/,e:/"/},e.ASM,e.QSM]};return{k:{keyword:b},c:[r,n,e.RM,e.HCM,e.NM]}});hljs.registerLanguage("makefile",function(e){var i={cN:"variable",v:[{b:"\\$\\("+e.UIR+"\\)",c:[e.BE]},{b:/\$[@%<?\^\+\*]/}]},r={cN:"string",b:/"/,e:/"/,c:[e.BE,i]},a={cN:"variable",b:/\$\([\w-]+\s/,e:/\)/,k:{built_in:"subst patsubst strip findstring filter filter-out sort word wordlist firstword lastword dir notdir suffix basename addsuffix addprefix join wildcard realpath abspath error warning shell origin flavor foreach if or and call eval file value"},c:[i]},n={b:"^"+e.UIR+"\\s*[:+?]?=",i:"\\n",rB:!0,c:[{b:"^"+e.UIR,e:"[:+?]?=",eE:!0}]},t={cN:"meta",b:/^\.PHONY:/,e:/$/,k:{"meta-keyword":".PHONY"},l:/[\.\w]+/},l={cN:"section",b:/^[^\s]+:/,e:/$/,c:[i]};return{aliases:["mk","mak"],k:"define endef undefine ifdef ifndef ifeq ifneq else endif include -include sinclude override export unexport private vpath",l:/[\w-]+/,c:[e.HCM,i,r,a,n,t,l]}});hljs.registerLanguage("java",function(e){var a="[À-ʸa-zA-Z_$][À-ʸa-zA-Z_$0-9]*",t=a+"(<"+a+"(\\s*,\\s*"+a+")*>)?",r="false synchronized int abstract float private char boolean static null if const for true while long strictfp finally protected import native final void enum else break transient catch instanceof byte super volatile case assert short package default double public try this switch continue throws protected public private module requires exports do",s="\\b(0[bB]([01]+[01_]+[01]+|[01]+)|0[xX]([a-fA-F0-9]+[a-fA-F0-9_]+[a-fA-F0-9]+|[a-fA-F0-9]+)|(([\\d]+[\\d_]+[\\d]+|[\\d]+)(\\.([\\d]+[\\d_]+[\\d]+|[\\d]+))?|\\.([\\d]+[\\d_]+[\\d]+|[\\d]+))([eE][-+]?\\d+)?)[lLfF]?",c={cN:"number",b:s,r:0};return{aliases:["jsp"],k:r,i:/<\/|#/,c:[e.C("/\\*\\*","\\*/",{r:0,c:[{b:/\w+@/,r:0},{cN:"doctag",b:"@[A-Za-z]+"}]}),e.CLCM,e.CBCM,e.ASM,e.QSM,{cN:"class",bK:"class interface",e:/[{;=]/,eE:!0,k:"class interface",i:/[:"\[\]]/,c:[{bK:"extends implements"},e.UTM]},{bK:"new throw return else",r:0},{cN:"function",b:"("+t+"\\s+)+"+e.UIR+"\\s*\\(",rB:!0,e:/[{;=]/,eE:!0,k:r,c:[{b:e.UIR+"\\s*\\(",rB:!0,r:0,c:[e.UTM]},{cN:"params",b:/\(/,e:/\)/,k:r,r:0,c:[e.ASM,e.QSM,e.CNM,e.CBCM]},e.CLCM,e.CBCM]},c,{cN:"meta",b:"@[A-Za-z]+"}]}});hljs.registerLanguage("stan",function(e){return{c:[e.HCM,e.CLCM,e.CBCM,{b:e.UIR,l:e.UIR,k:{name:"for in while repeat until if then else",symbol:"bernoulli bernoulli_logit binomial binomial_logit beta_binomial hypergeometric categorical categorical_logit ordered_logistic neg_binomial neg_binomial_2 neg_binomial_2_log poisson poisson_log multinomial normal exp_mod_normal skew_normal student_t cauchy double_exponential logistic gumbel lognormal chi_square inv_chi_square scaled_inv_chi_square exponential inv_gamma weibull frechet rayleigh wiener pareto pareto_type_2 von_mises uniform multi_normal multi_normal_prec multi_normal_cholesky multi_gp multi_gp_cholesky multi_student_t gaussian_dlm_obs dirichlet lkj_corr lkj_corr_cholesky wishart inv_wishart","selector-tag":"int real vector simplex unit_vector ordered positive_ordered row_vector matrix cholesky_factor_corr cholesky_factor_cov corr_matrix cov_matrix",title:"functions model data parameters quantities transformed generated",literal:"true false"},r:0},{cN:"number",b:"0[xX][0-9a-fA-F]+[Li]?\\b",r:0},{cN:"number",b:"0[xX][0-9a-fA-F]+[Li]?\\b",r:0},{cN:"number",b:"\\d+(?:[eE][+\\-]?\\d*)?L\\b",r:0},{cN:"number",b:"\\d+\\.(?!\\d)(?:i\\b)?",r:0},{cN:"number",b:"\\d+(?:\\.\\d*)?(?:[eE][+\\-]?\\d*)?i?\\b",r:0},{cN:"number",b:"\\.\\d+(?:[eE][+\\-]?\\d*)?i?\\b",r:0}]}});hljs.registerLanguage("javascript",function(e){var r="[A-Za-z$_][0-9A-Za-z$_]*",t={keyword:"in of if for while finally var new function do return void else break catch instanceof with throw case default try this switch continue typeof delete let yield const export super debugger as async await static import from as",literal:"true false null undefined NaN Infinity",built_in:"eval isFinite isNaN parseFloat parseInt decodeURI decodeURIComponent encodeURI encodeURIComponent escape unescape Object Function Boolean Error EvalError InternalError RangeError ReferenceError StopIteration SyntaxError TypeError URIError Number Math Date String RegExp Array Float32Array Float64Array Int16Array Int32Array Int8Array Uint16Array Uint32Array Uint8Array Uint8ClampedArray ArrayBuffer DataView JSON Intl arguments require module console window document Symbol Set Map WeakSet WeakMap Proxy Reflect Promise"},a={cN:"number",v:[{b:"\\b(0[bB][01]+)"},{b:"\\b(0[oO][0-7]+)"},{b:e.CNR}],r:0},n={cN:"subst",b:"\\$\\{",e:"\\}",k:t,c:[]},c={cN:"string",b:"`",e:"`",c:[e.BE,n]};n.c=[e.ASM,e.QSM,c,a,e.RM];var s=n.c.concat([e.CBCM,e.CLCM]);return{aliases:["js","jsx"],k:t,c:[{cN:"meta",r:10,b:/^\s*['"]use (strict|asm)['"]/},{cN:"meta",b:/^#!/,e:/$/},e.ASM,e.QSM,c,e.CLCM,e.CBCM,a,{b:/[{,]\s*/,r:0,c:[{b:r+"\\s*:",rB:!0,r:0,c:[{cN:"attr",b:r,r:0}]}]},{b:"("+e.RSR+"|\\b(case|return|throw)\\b)\\s*",k:"return throw case",c:[e.CLCM,e.CBCM,e.RM,{cN:"function",b:"(\\(.*?\\)|"+r+")\\s*=>",rB:!0,e:"\\s*=>",c:[{cN:"params",v:[{b:r},{b:/\(\s*\)/},{b:/\(/,e:/\)/,eB:!0,eE:!0,k:t,c:s}]}]},{b:/</,e:/(\/\w+|\w+\/)>/,sL:"xml",c:[{b:/<\w+\s*\/>/,skip:!0},{b:/<\w+/,e:/(\/\w+|\w+\/)>/,skip:!0,c:[{b:/<\w+\s*\/>/,skip:!0},"self"]}]}],r:0},{cN:"function",bK:"function",e:/\{/,eE:!0,c:[e.inherit(e.TM,{b:r}),{cN:"params",b:/\(/,e:/\)/,eB:!0,eE:!0,c:s}],i:/\[|%/},{b:/\$[(.]/},e.METHOD_GUARD,{cN:"class",bK:"class",e:/[{;=]/,eE:!0,i:/[:"\[\]]/,c:[{bK:"extends"},e.UTM]},{bK:"constructor",e:/\{/,eE:!0}],i:/#(?!!)/}});hljs.registerLanguage("tex",function(c){var e={cN:"tag",b:/\\/,r:0,c:[{cN:"name",v:[{b:/[a-zA-Zа-яА-я]+[*]?/},{b:/[^a-zA-Zа-яА-я0-9]/}],starts:{eW:!0,r:0,c:[{cN:"string",v:[{b:/\[/,e:/\]/},{b:/\{/,e:/\}/}]},{b:/\s*=\s*/,eW:!0,r:0,c:[{cN:"number",b:/-?\d*\.?\d+(pt|pc|mm|cm|in|dd|cc|ex|em)?/}]}]}}]};return{c:[e,{cN:"formula",c:[e],r:0,v:[{b:/\$\$/,e:/\$\$/},{b:/\$/,e:/\$/}]},c.C("%","$",{r:0})]}});hljs.registerLanguage("xml",function(s){var e="[A-Za-z0-9\\._:-]+",t={eW:!0,i:/</,r:0,c:[{cN:"attr",b:e,r:0},{b:/=\s*/,r:0,c:[{cN:"string",endsParent:!0,v:[{b:/"/,e:/"/},{b:/'/,e:/'/},{b:/[^\s"'=<>`]+/}]}]}]};return{aliases:["html","xhtml","rss","atom","xjb","xsd","xsl","plist"],cI:!0,c:[{cN:"meta",b:"<!DOCTYPE",e:">",r:10,c:[{b:"\\[",e:"\\]"}]},s.C("<!--","-->",{r:10}),{b:"<\\!\\[CDATA\\[",e:"\\]\\]>",r:10},{b:/<\?(php)?/,e:/\?>/,sL:"php",c:[{b:"/\\*",e:"\\*/",skip:!0}]},{cN:"tag",b:"<style(?=\\s|>|$)",e:">",k:{name:"style"},c:[t],starts:{e:"</style>",rE:!0,sL:["css","xml"]}},{cN:"tag",b:"<script(?=\\s|>|$)",e:">",k:{name:"script"},c:[t],starts:{e:"</script>",rE:!0,sL:["actionscript","javascript","handlebars","xml"]}},{cN:"meta",v:[{b:/<\?xml/,e:/\?>/,r:10},{b:/<\?\w+/,e:/\?>/}]},{cN:"tag",b:"</?",e:"/?>",c:[{cN:"name",b:/[^\/><\s]+/,r:0},t]}]}});hljs.registerLanguage("markdown",function(e){return{aliases:["md","mkdown","mkd"],c:[{cN:"section",v:[{b:"^#{1,6}",e:"$"},{b:"^.+?\\n[=-]{2,}$"}]},{b:"<",e:">",sL:"xml",r:0},{cN:"bullet",b:"^([*+-]|(\\d+\\.))\\s+"},{cN:"strong",b:"[*_]{2}.+?[*_]{2}"},{cN:"emphasis",v:[{b:"\\*.+?\\*"},{b:"_.+?_",r:0}]},{cN:"quote",b:"^>\\s+",e:"$"},{cN:"code",v:[{b:"^```w*s*$",e:"^```s*$"},{b:"`.+?`"},{b:"^( {4}|	)",e:"$",r:0}]},{b:"^[-\\*]{3,}",e:"$"},{b:"\\[.+?\\][\\(\\[].*?[\\)\\]]",rB:!0,c:[{cN:"string",b:"\\[",e:"\\]",eB:!0,rE:!0,r:0},{cN:"link",b:"\\]\\(",e:"\\)",eB:!0,eE:!0},{cN:"symbol",b:"\\]\\[",e:"\\]",eB:!0,eE:!0}],r:10},{b:/^\[[^\n]+\]:/,rB:!0,c:[{cN:"symbol",b:/\[/,e:/\]/,eB:!0,eE:!0},{cN:"link",b:/:\s*/,e:/$/,eB:!0}]}]}});hljs.registerLanguage("json",function(e){var i={literal:"true false null"},n=[e.QSM,e.CNM],r={e:",",eW:!0,eE:!0,c:n,k:i},t={b:"{",e:"}",c:[{cN:"attr",b:/"/,e:/"/,c:[e.BE],i:"\\n"},e.inherit(r,{b:/:/})],i:"\\S"},c={b:"\\[",e:"\\]",c:[e.inherit(r)],i:"\\S"};return n.splice(n.length,0,t,c),{c:n,k:i,i:"\\S"}});"></script>
<script>$(document).ready(function(){
    if (typeof $('[data-toggle="tooltip"]').tooltip === 'function') {
        $('[data-toggle="tooltip"]').tooltip();
    }
    if ($('[data-toggle="popover"]').popover === 'function') {
        $('[data-toggle="popover"]').popover();
    }
});
</script>
<style type="text/css">
.lightable-minimal {
border-collapse: separate;
border-spacing: 16px 1px;
width: 100%;
margin-bottom: 10px;
}
.lightable-minimal td {
margin-left: 5px;
margin-right: 5px;
}
.lightable-minimal th {
margin-left: 5px;
margin-right: 5px;
}
.lightable-minimal thead tr:last-child th {
border-bottom: 2px solid #00000050;
empty-cells: hide;
}
.lightable-minimal tbody tr:first-child td {
padding-top: 0.5em;
}
.lightable-minimal.lightable-hover tbody tr:hover {
background-color: #f5f5f5;
}
.lightable-minimal.lightable-striped tbody tr:nth-child(even) {
background-color: #f5f5f5;
}
.lightable-classic {
border-top: 0.16em solid #111111;
border-bottom: 0.16em solid #111111;
width: 100%;
margin-bottom: 10px;
margin: 10px 5px;
}
.lightable-classic tfoot tr td {
border: 0;
}
.lightable-classic tfoot tr:first-child td {
border-top: 0.14em solid #111111;
}
.lightable-classic caption {
color: #222222;
}
.lightable-classic td {
padding-left: 5px;
padding-right: 5px;
color: #222222;
}
.lightable-classic th {
padding-left: 5px;
padding-right: 5px;
font-weight: normal;
color: #222222;
}
.lightable-classic thead tr:last-child th {
border-bottom: 0.10em solid #111111;
}
.lightable-classic.lightable-hover tbody tr:hover {
background-color: #F9EEC1;
}
.lightable-classic.lightable-striped tbody tr:nth-child(even) {
background-color: #f5f5f5;
}
.lightable-classic-2 {
border-top: 3px double #111111;
border-bottom: 3px double #111111;
width: 100%;
margin-bottom: 10px;
}
.lightable-classic-2 tfoot tr td {
border: 0;
}
.lightable-classic-2 tfoot tr:first-child td {
border-top: 3px double #111111;
}
.lightable-classic-2 caption {
color: #222222;
}
.lightable-classic-2 td {
padding-left: 5px;
padding-right: 5px;
color: #222222;
}
.lightable-classic-2 th {
padding-left: 5px;
padding-right: 5px;
font-weight: normal;
color: #222222;
}
.lightable-classic-2 tbody tr:last-child td {
border-bottom: 3px double #111111;
}
.lightable-classic-2 thead tr:last-child th {
border-bottom: 1px solid #111111;
}
.lightable-classic-2.lightable-hover tbody tr:hover {
background-color: #F9EEC1;
}
.lightable-classic-2.lightable-striped tbody tr:nth-child(even) {
background-color: #f5f5f5;
}
.lightable-material {
min-width: 100%;
white-space: nowrap;
table-layout: fixed;
font-family: Roboto, sans-serif;
border: 1px solid #EEE;
border-collapse: collapse;
margin-bottom: 10px;
}
.lightable-material tfoot tr td {
border: 0;
}
.lightable-material tfoot tr:first-child td {
border-top: 1px solid #EEE;
}
.lightable-material th {
height: 56px;
padding-left: 16px;
padding-right: 16px;
}
.lightable-material td {
height: 52px;
padding-left: 16px;
padding-right: 16px;
border-top: 1px solid #eeeeee;
}
.lightable-material.lightable-hover tbody tr:hover {
background-color: #f5f5f5;
}
.lightable-material.lightable-striped tbody tr:nth-child(even) {
background-color: #f5f5f5;
}
.lightable-material.lightable-striped tbody td {
border: 0;
}
.lightable-material.lightable-striped thead tr:last-child th {
border-bottom: 1px solid #ddd;
}
.lightable-material-dark {
min-width: 100%;
white-space: nowrap;
table-layout: fixed;
font-family: Roboto, sans-serif;
border: 1px solid #FFFFFF12;
border-collapse: collapse;
margin-bottom: 10px;
background-color: #363640;
}
.lightable-material-dark tfoot tr td {
border: 0;
}
.lightable-material-dark tfoot tr:first-child td {
border-top: 1px solid #FFFFFF12;
}
.lightable-material-dark th {
height: 56px;
padding-left: 16px;
padding-right: 16px;
color: #FFFFFF60;
}
.lightable-material-dark td {
height: 52px;
padding-left: 16px;
padding-right: 16px;
color: #FFFFFF;
border-top: 1px solid #FFFFFF12;
}
.lightable-material-dark.lightable-hover tbody tr:hover {
background-color: #FFFFFF12;
}
.lightable-material-dark.lightable-striped tbody tr:nth-child(even) {
background-color: #FFFFFF12;
}
.lightable-material-dark.lightable-striped tbody td {
border: 0;
}
.lightable-material-dark.lightable-striped thead tr:last-child th {
border-bottom: 1px solid #FFFFFF12;
}
.lightable-paper {
width: 100%;
margin-bottom: 10px;
color: #444;
}
.lightable-paper tfoot tr td {
border: 0;
}
.lightable-paper tfoot tr:first-child td {
border-top: 1px solid #00000020;
}
.lightable-paper thead tr:last-child th {
color: #666;
vertical-align: bottom;
border-bottom: 1px solid #00000020;
line-height: 1.15em;
padding: 10px 5px;
}
.lightable-paper td {
vertical-align: middle;
border-bottom: 1px solid #00000010;
line-height: 1.15em;
padding: 7px 5px;
}
.lightable-paper.lightable-hover tbody tr:hover {
background-color: #F9EEC1;
}
.lightable-paper.lightable-striped tbody tr:nth-child(even) {
background-color: #00000008;
}
.lightable-paper.lightable-striped tbody td {
border: 0;
}
</style>

<style type="text/css">
code{white-space: pre-wrap;}
span.smallcaps{font-variant: small-caps;}
span.underline{text-decoration: underline;}
div.column{display: inline-block; vertical-align: top; width: 50%;}
div.hanging-indent{margin-left: 1.5em; text-indent: -1.5em;}
ul.task-list{list-style: none;}
</style>

<style type="text/css">code{white-space: pre;}</style>
<script type="text/javascript">
if (window.hljs) {
  hljs.configure({languages: []});
  hljs.initHighlightingOnLoad();
  if (document.readyState && document.readyState === "complete") {
    window.setTimeout(function() { hljs.initHighlighting(); }, 0);
  }
}
</script>









<style type="text/css">
.main-container {
max-width: 940px;
margin-left: auto;
margin-right: auto;
}
img {
max-width:100%;
}
.tabbed-pane {
padding-top: 12px;
}
.html-widget {
margin-bottom: 20px;
}
button.code-folding-btn:focus {
outline: none;
}
summary {
display: list-item;
}
details > summary > p:only-child {
display: inline;
}
pre code {
padding: 0;
}
</style>



<!-- tabsets -->

<style type="text/css">
.tabset-dropdown > .nav-tabs {
display: inline-table;
max-height: 500px;
min-height: 44px;
overflow-y: auto;
border: 1px solid #ddd;
border-radius: 4px;
}
.tabset-dropdown > .nav-tabs > li.active:before, .tabset-dropdown > .nav-tabs.nav-tabs-open:before {
content: "\e259";
font-family: 'Glyphicons Halflings';
display: inline-block;
padding: 10px;
border-right: 1px solid #ddd;
}
.tabset-dropdown > .nav-tabs.nav-tabs-open > li.active:before {
content: "\e258";
font-family: 'Glyphicons Halflings';
border: none;
}
.tabset-dropdown > .nav-tabs > li.active {
display: block;
}
.tabset-dropdown > .nav-tabs > li > a,
.tabset-dropdown > .nav-tabs > li > a:focus,
.tabset-dropdown > .nav-tabs > li > a:hover {
border: none;
display: inline-block;
border-radius: 4px;
background-color: transparent;
}
.tabset-dropdown > .nav-tabs.nav-tabs-open > li {
display: block;
float: none;
}
.tabset-dropdown > .nav-tabs > li {
display: none;
}
</style>

<!-- code folding -->




</head>

<body>


<div class="container-fluid main-container">




<div id="header">



<h1 class="title toc-ignore">Replication for ‘How to Stop Contagion:
Applying Network Science to Evaluate the Effectiveness of Covid-19
Vaccine Distribution Plans’</h1>
<h4 class="author">Olga V. Chyzh<a href="#fn1" class="footnote-ref" id="fnref1"><sup>1</sup></a></h4>
<h4 class="date">April 13, 2023</h4>

</div>


<div id="table-1-a-comparison-of-states-with-earlylate-vaccine-prioritization-for-grocery-workers" class="section level2">
<h2>Table 1: A Comparison of States with Early/Late Vaccine
Prioritization for Grocery Workers</h2>
<pre class="r"><code>d&lt;-read.csv(&quot;./data/state_data1.csv&quot;, header=TRUE) %&gt;% mutate(grocery_elig=ymd(grocery_elig))
mybal&lt;-xBalance(gro_priority ~ Gov_Rep+log(GDP_cap)+median_age1519+log(totpop1519)+I(medinc1519/1000)+perc_unemploy1519+percBA1519+urb2010+percblack1519+perclatino1519+biden_marg+log(Cum_covid),data=d, 
  report = c(&quot;adj.means&quot;,&quot;p.values&quot;,&quot;chisquare.test&quot;))
mybal</code></pre>
<pre><code>##                    strata():   unstrat                
##                    stat      Treatment Control        
## vars                                                  
## Gov_Rep                        0.308   0.605   .      
## log(GDP_cap)                   4.13    3.97    *      
## median_age1519                 37.7    38.6           
## log(totpop1519)                15.3    15.1           
## I(medinc1519/1000)             65.6    62.2           
## perc_unemploy1519              0.354   0.363          
## percBA1519                     0.197   0.195          
## urb2010                        0.641   0.595          
## percblack1519                  0.143   0.103          
## perclatino1519                 0.155   0.106          
## biden_marg                      0.0645 -0.0301        
## log(Cum_covid)                 12.2    11.9           
## ---Overall Test---
##         chisquare df p.value
## unstrat      15.8 12   0.199
## ---
## Signif. codes:  0 &#39;***&#39; 0.001 &#39;** &#39; 0.01 &#39;*  &#39; 0.05 &#39;.  &#39; 0.1 &#39;   &#39; 1</code></pre>
</div>
<div id="figure-1-centrality-in-the-interaction-network" class="section level2">
<h2>Figure 1: Centrality in the Interaction Network</h2>
<pre class="r"><code>set.seed(1708)
data(coleman)
ggraph&lt;-graph_from_adjacency_matrix(coleman[2,,], mode=&quot;undirected&quot;, diag=FALSE)
ggraph &lt;- igraph::delete.vertices(ggraph , which(igraph::degree(ggraph)==0))
degree.cent &lt;- igraph::degree(ggraph)
ggplot() + geom_histogram(aes(x=degree.cent), fill=&quot;grey&quot;, colour=&quot;black&quot;)+xlab(&quot;Degree&quot;)+ylab(&quot;Count&quot;)+theme_bw()</code></pre>
<div class="figure" style="text-align: center">
<img src="data:image/png;base64,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" alt="Centrality in the Interaction Network" width="50%" />
<p class="caption">
Centrality in the Interaction Network
</p>
</div>
</div>
<div id="figure-2-contagion-in-the-interaction-network" class="section level2">
<h2>Figure 2: Contagion in the Interaction Network</h2>
<pre class="r"><code>mynet&lt;-(as.matrix(igraph::as_adj(ggraph)))
patient0d&lt;-names(sort(degree.cent, decreasing=TRUE))[1]
plot_round2(mynet=mynet,patient0=patient0d,myname=&quot; &quot;)</code></pre>
<div class="figure" style="text-align: center">
<img src="data:image/png;base64,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" alt="Contagion in the Interaction Network" width="50%" />
<p class="caption">
Contagion in the Interaction Network
</p>
</div>
</div>
<div id="figure-3-vaccination-scenarios" class="section level2">
<h2>Figure 3: Vaccination Scenarios</h2>
<pre class="r"><code>par(mfrow=c(1,2),mar = c(.5, .5, 1.5, .5)) 
mynet&lt;-(as.matrix(igraph::as_adj(ggraph)))
patient0&lt;-names(sort(degree.cent, decreasing=TRUE))[1]

n=10
vaccine_low&lt;-as.data.frame(degree.cent) %&gt;% filter(row.names(.)!=patient0) %&gt;% slice_min( degree.cent,n=n, with_ties=FALSE) %&gt;% row.names()
vaccine_centr&lt;- as.data.frame(degree.cent) %&gt;% filter(row.names(.)!=patient0) %&gt;% slice_max( degree.cent,n=n, with_ties=FALSE) %&gt;% row.names()

vulnerable&lt;-vaccine_low


plot_round2(mynet=mynet,patient0=patient0,vaccinated=vaccine_low,vulnerable=vaccine_low,myname=&quot;Low Degree&quot;)
plot_round2(mynet=mynet,patient0=patient0,vaccinated=vaccine_centr,vulnerable=vaccine_low,myname=&quot;High Degree&quot;)</code></pre>
<div class="figure" style="text-align: center">
<img src="data:image/png;base64,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" alt="Vaccination Scenarios" width="80%" />
<p class="caption">
Vaccination Scenarios
</p>
</div>
</div>
<div id="table-2-round-2-summary-for-10000-simulations-of-the-interaction-network-among-73-individuals" class="section level2">
<h2>Table 2: Round 2 Summary for 10,000 Simulations of the Interaction
Network among 73 Individuals</h2>
<pre class="r"><code>friends&lt;-network(mynet, matrix.type=&quot;adjacency&quot;, 
                directed=FALSE, loops=FALSE)
m1&lt;-readRDS(&quot;./data/ergm1.rds&quot;)
set.seed(1314)
g.sim &lt;- simulate(m1, nsim=10000, 
                  basis=friends, control=control.simulate.ergm(
                   MCMC.burnin=1000,
                   MCMC.interval=100))

myres&lt;-lapply(1:length(g.sim), function(i){
  sum_net_degree(mynet=g.sim[[i]]) })
arr &lt;- array( unlist(myres) , c(3,4,length(g.sim)) )
saveRDS(arr,&quot;./data/sim_res.rds&quot;)

mytable&lt;-as.data.frame(as.matrix(NA,3,4))
for (i in 1:3){
  for (j in 1:4){
   m&lt;-format(round(mean(arr[i,j,]),2),nsmall=2)
   se&lt;-format(round(sd(arr[i,j,]),2),nsmall=2)
   mytable[i,j]&lt;-paste0(m, &quot; (&quot;,se,&quot;)&quot;)
  }
}

mytable[,2]&lt;-c(0,10,10)
mytable[2,4]&lt;-0


row.names(mytable)&lt;-row.names(myres[[1]])
names(mytable)&lt;-names(myres[[1]])
saveRDS(mytable,&quot;./data/mytable.rds&quot;)

mytable&lt;-readRDS(&quot;./data/mytable.rds&quot;)
mytable&lt;-mytable[c(2,1,3,4)]
mytable %&gt;% kable(caption = &quot;Round 2 Summary for 10,000 Simulations of the Interaction Network among 73 Individuals&quot;,align=&#39;cccc&#39;) %&gt;%
  kable_paper(&quot;hover&quot;, full_width = F) %&gt;%
   kableExtra::footnote(general=&quot;Cell values are means over 10,000 simulations. Numbers in parentheses are standard deviations. \\\\textit{Not Infected} does not include \\\\textit{Vaccinated}.&quot;, escape=FALSE,threeparttable=TRUE)</code></pre>
<table class=" lightable-paper lightable-hover" style="font-family: &quot;Arial Narrow&quot;, arial, helvetica, sans-serif; width: auto !important; margin-left: auto; margin-right: auto;border-bottom: 0;">
<caption>
Round 2 Summary for 10,000 Simulations of the Interaction Network among
73 Individuals
</caption>
<thead>
<tr>
<th style="text-align:left;">
</th>
<th style="text-align:center;">
Vaccinated
</th>
<th style="text-align:center;">
Infected
</th>
<th style="text-align:center;">
Not Infected
</th>
<th style="text-align:center;">
Vulnerable Infected
</th>
</tr>
</thead>
<tbody>
<tr>
<td style="text-align:left;">
No Vaccine
</td>
<td style="text-align:center;">
0
</td>
<td style="text-align:center;">
39.35 (5.40)
</td>
<td style="text-align:center;">
28.65 (5.40)
</td>
<td style="text-align:center;">
3.24 (1.51)
</td>
</tr>
<tr>
<td style="text-align:left;">
Low Degree
</td>
<td style="text-align:center;">
10
</td>
<td style="text-align:center;">
36.04 (5.07)
</td>
<td style="text-align:center;">
21.96 (5.07)
</td>
<td style="text-align:center;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
High Degree
</td>
<td style="text-align:center;">
10
</td>
<td style="text-align:center;">
24.13 (4.74)
</td>
<td style="text-align:center;">
33.87 (4.74)
</td>
<td style="text-align:center;">
2.38 (1.38)
</td>
</tr>
</tbody>
<tfoot>
<tr>
<td style="padding: 0; " colspan="100%">
<span style="font-style: italic;">Note: </span>
</td>
</tr>
<tr>
<td style="padding: 0; " colspan="100%">
<sup></sup> Cell values are means over 10,000 simulations. Numbers in
parentheses are standard deviations. \textit{Not Infected} does not
include \textit{Vaccinated}.
</td>
</tr>
</tfoot>
</table>
</div>
<div id="table-3-matched-counties" class="section level2">
<h2>Table 3: Matched Counties</h2>
<pre class="r"><code>mydata&lt;-read.csv(&quot;./data/CAOR_data.csv&quot;, header=TRUE) %&gt;% mutate(Date=ymd(Date)) %&gt;% filter(Date&lt;ymd(&quot;2021-03-29&quot;)+weeks(2) &amp; Date&gt;ymd(&quot;2020-12-16&quot;))

mydata %&gt;% filter(Date==ymd(&quot;2020-12-17&quot;)) %&gt;% 
  select(State, County, lnCumCovid1000_pre=lnCumCovid1000,CumCovid_pre=Cum_covid) %&gt;%  
  left_join(mydata, by=c(&quot;State&quot;,&quot;County&quot;)) -&gt; mydata


tomatch&lt;-mydata %&gt;%  filter(Date==ymd(&quot;2020-12-17&quot;)) %&gt;% select(State, County, GDP_co_2019,ln_GDP_co_2019,ln_totpop1519,totpop1519,perc_unemploy1519,percBA1519,urb2010,percblack1519,perc_otherrace1519,perclatino1519,perc_foreign1519,Bidenmarg, grocery_wkrs100, age_65plus_prop, indoor_dine,
                           CumCovid_pre,lnCumCovid1000_pre) 
todrop&lt;-c(&quot;State&quot;,&quot;County&quot;,&quot;totpop1519&quot;,&quot;GDP_co_2019&quot;,&quot;CumCovid_pre&quot;,&quot;grocery_wkrs100&quot;, &quot;age_65plus_prop&quot;, &quot;indoor_dine&quot;)
mat1 &lt;- cem(treatment = &quot;State&quot;,
            cutpoints=list(ln_GDP_co_2019=4,
                           ln_totpop1519=6,
                           perc_unemploy1519=2,
                           percBA1519=2, 
                           urb2010=2,
                           percblack1519=3,
                           perc_otherrace1519=3,
                           perclatino1519=2, 
                           perc_foreign1519=2,
                          Bidenmarg=4),
            baseline.group = &quot;Oregon&quot;,
            drop=todrop,data = tomatch, keep.all = TRUE)</code></pre>
<pre><code>## 
## Using &#39;State&#39;=&#39;Oregon&#39; as baseline group</code></pre>
<pre class="r"><code>matches&lt;-tomatch[mat1$matched==TRUE,] %&gt;% mutate(matched=&quot;TRUE&quot;)
matched_data1&lt;-mydata %&gt;% left_join(matches, by=c(&quot;State&quot;,&quot;County&quot;)) %&gt;% filter(matched==TRUE)

CA&lt;- tomatch %&gt;% ungroup() %&gt;% 
  mutate(strata=mat1$strata, matched=mat1$matched) %&gt;% 
  filter(matched==&quot;TRUE&quot;) %&gt;% dplyr::select(State, County, strata) %&gt;% filter(State==&quot;California&quot;)

matched_counties &lt;- tomatch %&gt;% ungroup() %&gt;% 
  mutate(strata=mat1$strata, matched=mat1$matched) %&gt;% 
  filter(matched==&quot;TRUE&quot;) %&gt;% dplyr::select(State, County, strata) %&gt;% filter(State==&quot;Oregon&quot;) %&gt;% left_join(CA, &quot;strata&quot;)

matched_counties</code></pre>
<pre><code>##    State.x  County.x strata    State.y        County.y
## 1   Oregon deschutes     28 California       el dorado
## 2   Oregon deschutes     28 California            lake
## 3   Oregon deschutes     28 California          nevada
## 4   Oregon deschutes     28 California        siskiyou
## 5   Oregon   jackson     28 California       el dorado
## 6   Oregon   jackson     28 California            lake
## 7   Oregon   jackson     28 California          nevada
## 8   Oregon   jackson     28 California        siskiyou
## 9   Oregon   klamath     23 California       calaveras
## 10  Oregon      linn     23 California       calaveras
## 11  Oregon    marion     41 California          placer
## 12  Oregon    marion     41 California san luis obispo
## 13  Oregon multnomah     51 California   santa barbara
## 14  Oregon multnomah     51 California          sonoma
## 15  Oregon      polk     28 California       el dorado
## 16  Oregon      polk     28 California            lake
## 17  Oregon      polk     28 California          nevada
## 18  Oregon      polk     28 California        siskiyou
## 19  Oregon     union      8 California           modoc
## 20  Oregon   wallowa      5 California        mariposa
## 21  Oregon   wheeler      1 California          sierra
## 22  Oregon   yamhill     28 California       el dorado
## 23  Oregon   yamhill     28 California            lake
## 24  Oregon   yamhill     28 California          nevada
## 25  Oregon   yamhill     28 California        siskiyou</code></pre>
</div>
<div id="table-4-balance-between-oregon-and-california-in-the-matched-sample" class="section level2">
<h2>Table 4: Balance Between Oregon and California in the Matched
Sample</h2>
<pre class="r"><code>mybal&lt;-xBalance(as.numeric(as.factor(State))~ln_GDP_co_2019+ln_totpop1519+perc_unemploy1519+percBA1519+urb2010+percblack1519+perclatino1519+perc_otherrace1519+perc_foreign1519+Bidenmarg+age_65plus_prop+ indoor_dine+lnCumCovid1000_pre,data=matches, 
  report = c(&quot;chisquare.test&quot;,&quot;std.diffs&quot;,&quot;p.values&quot;))

mybal$results</code></pre>
<pre><code>## , , strata = unstrat
## 
##                     stat
## vars                    std.diff         p
##   ln_GDP_co_2019     -0.13193518 0.7463104
##   ln_totpop1519      -0.02943703 0.9424584
##   perc_unemploy1519  -0.47805093 0.2411198
##   percBA1519         -0.01633879 0.9680428
##   urb2010             0.15244330 0.7085571
##   percblack1519      -0.24232456 0.5523879
##   perclatino1519     -0.66947671 0.1006785
##   perc_otherrace1519 -0.50666322 0.2141073
##   perc_foreign1519   -0.52503521 0.1979553
##   Bidenmarg          -0.33622678 0.4096918
##   age_65plus_prop    -0.48851641 0.2309739
##   indoor_dine         0.03819644 0.9253804
##   lnCumCovid1000_pre -0.11196075 0.7836770
## 
## attr(,&quot;originals&quot;)
##  [1] &quot;ln_GDP_co_2019&quot;     &quot;ln_totpop1519&quot;      &quot;perc_unemploy1519&quot; 
##  [4] &quot;percBA1519&quot;         &quot;urb2010&quot;            &quot;percblack1519&quot;     
##  [7] &quot;perclatino1519&quot;     &quot;perc_otherrace1519&quot; &quot;perc_foreign1519&quot;  
## [10] &quot;Bidenmarg&quot;          &quot;age_65plus_prop&quot;    &quot;indoor_dine&quot;       
## [13] &quot;lnCumCovid1000_pre&quot;</code></pre>
<pre class="r"><code>mybal$overall</code></pre>
<pre><code>##         chisquare df   p.value
## unstrat  15.71559 13 0.2648298</code></pre>
</div>
<div id="table-5-the-effect-of-vaccine-eligibility-to-grocery-employees-on-new-daily-covid-19-cases-logged" class="section level2">
<h2>Table 5: The Effect of Vaccine Eligibility to Grocery Employees on
New Daily Covid-19 Cases (logged)</h2>
<pre class="r"><code>matches&lt;-tomatch[mat1$matched==TRUE,] %&gt;% mutate(matched=&quot;TRUE&quot;) %&gt;% select(State,County,matched)


matched_data1&lt;-mydata %&gt;% left_join(matches, by=c(&quot;State&quot;,&quot;County&quot;)) %&gt;% filter(matched==TRUE)

mydata$State_grocery_day&lt;-mydata$State_dum*mydata$grocery_day
matched_data1$State_grocery_day&lt;-matched_data1$State_dum*matched_data1$grocery_day
m1_all&lt;-lm(ln_Newcases7~grocery_day+State_dum+State_grocery_day+lnCumCovid1000_pre+ln_GDP_co_2019+ln_totpop1519+perc_unemploy1519+percBA1519+urb2010+percblack1519+perclatino1519+perc_otherrace1519+perc_foreign1519+Bidenmarg+ age_65plus_prop+ indoor_dine+lag3_lnNewCasescap1000, data=mydata)

m1_matched&lt;-lm(ln_Newcases7~grocery_day+State_dum+State_grocery_day+lnCumCovid1000_pre+ln_GDP_co_2019+ln_totpop1519+perc_unemploy1519+percBA1519+urb2010+percblack1519+perclatino1519+perc_otherrace1519+perc_foreign1519+Bidenmarg+ age_65plus_prop+ indoor_dine+lag3_lnNewCasescap1000, data=matched_data1)
#options(&quot;modelsummary_format_numeric_latex&quot; = &quot;plain&quot;)

modelsummary(list(&quot;Full Sample&quot;=m1_all, &quot;Matched Sample&quot;=m1_matched), estimate=&quot;{estimate}{stars} ({std.error})&quot;, statistic=NULL, 
             gof_omit=&#39;logLik|BIC|AIC&#39;,
          fmt=3,
          caption=&quot;The Effect of Vaccine Eligibility to Grocery Employees on New Daily Covid-19 Cases (logged)&quot;,
          coef_rename=c(&quot;grocery_day&quot;=&quot;Day of Treatment&quot;, 
                       &quot;State_dum&quot;=&quot;California&quot;,
                       &quot;State_grocery_day&quot;=&quot;California*Day of Treatment&quot;,
                       &quot;lnCumCovid1000_pre&quot;=&quot;Cumulative Cases, logged&quot;,
                       &quot;ln_GDP_co_2019&quot;=&quot;County GDP, logged&quot;,
                       &quot;ln_totpop1519&quot;=&quot;County Population, logged&quot;,
                       &quot;perc_unemploy1519&quot;=&quot;Unemployment Rate&quot;,
                       &quot;percBA1519&quot;=&quot;Percent BA Degree&quot;,
                       &quot;urb2010&quot;=&quot;Urbanization&quot;,
                       &quot;percblack1519&quot;=&quot;Percent Black&quot;,
                       &quot;perclatino1519&quot;=&quot;Percent Latino&quot;,
                       &quot;perc_otherrace1519&quot;=&quot;Percent Other Race&quot;,
                       &quot;perc_foreign1519&quot;=&quot;Percent Foreign&quot;,
                       &quot;Bidenmarg&quot;=&quot;Biden&#39;s Margin&quot;,
                       &quot;grocery_wkrs100&quot;=&quot;Grocery Wkrs, per 100 res.&quot;,
                       &quot;age_65plus_prop&quot;=&quot;Prop. Aged 65+&quot;,
                       &quot;indoor_dine&quot;=&quot;Indoor Dining Ban&quot;,
                       &quot;lag3_lnNewCasescap1000&quot;=&quot;Lagged DV&quot;,
                       &quot;(Intercept)&quot;=&quot;Constant&quot;))</code></pre>
<table class="table" style="width: auto !important; margin-left: auto; margin-right: auto;">
<caption>
The Effect of Vaccine Eligibility to Grocery Employees on New Daily
Covid-19 Cases (logged)
</caption>
<thead>
<tr>
<th style="text-align:left;">
</th>
<th style="text-align:center;">
Full Sample
</th>
<th style="text-align:center;">
Matched Sample
</th>
</tr>
</thead>
<tbody>
<tr>
<td style="text-align:left;">
Constant
</td>
<td style="text-align:center;">
−7.185*** (0.177)
</td>
<td style="text-align:center;">
−3.403*** (0.585)
</td>
</tr>
<tr>
<td style="text-align:left;">
Day of Treatment
</td>
<td style="text-align:center;">
−0.009*** (0.001)
</td>
<td style="text-align:center;">
−0.011*** (0.002)
</td>
</tr>
<tr>
<td style="text-align:left;">
California
</td>
<td style="text-align:center;">
0.229*** (0.021)
</td>
<td style="text-align:center;">
−0.036 (0.043)
</td>
</tr>
<tr>
<td style="text-align:left;">
California*Day of Treatment
</td>
<td style="text-align:center;">
−0.039*** (0.002)
</td>
<td style="text-align:center;">
−0.030*** (0.003)
</td>
</tr>
<tr>
<td style="text-align:left;">
Cumulative Cases, logged
</td>
<td style="text-align:center;">
−0.117*** (0.022)
</td>
<td style="text-align:center;">
−0.295** (0.098)
</td>
</tr>
<tr>
<td style="text-align:left;">
County GDP, logged
</td>
<td style="text-align:center;">
0.350*** (0.023)
</td>
<td style="text-align:center;">
−0.571*** (0.095)
</td>
</tr>
<tr>
<td style="text-align:left;">
County Population, logged
</td>
<td style="text-align:center;">
0.376*** (0.022)
</td>
<td style="text-align:center;">
1.150*** (0.120)
</td>
</tr>
<tr>
<td style="text-align:left;">
Unemployment Rate
</td>
<td style="text-align:center;">
−0.018*** (0.002)
</td>
<td style="text-align:center;">
−0.045*** (0.013)
</td>
</tr>
<tr>
<td style="text-align:left;">
Percent BA Degree
</td>
<td style="text-align:center;">
0.021*** (0.003)
</td>
<td style="text-align:center;">
0.052*** (0.006)
</td>
</tr>
<tr>
<td style="text-align:left;">
Urbanization
</td>
<td style="text-align:center;">
0.008*** (0.000)
</td>
<td style="text-align:center;">
0.011*** (0.001)
</td>
</tr>
<tr>
<td style="text-align:left;">
Percent Black
</td>
<td style="text-align:center;">
0.044*** (0.004)
</td>
<td style="text-align:center;">
0.213*** (0.043)
</td>
</tr>
<tr>
<td style="text-align:left;">
Percent Latino
</td>
<td style="text-align:center;">
0.030*** (0.001)
</td>
<td style="text-align:center;">
0.066*** (0.007)
</td>
</tr>
<tr>
<td style="text-align:left;">
Percent Other Race
</td>
<td style="text-align:center;">
0.026*** (0.001)
</td>
<td style="text-align:center;">
0.024*** (0.006)
</td>
</tr>
<tr>
<td style="text-align:left;">
Percent Foreign
</td>
<td style="text-align:center;">
−0.045*** (0.002)
</td>
<td style="text-align:center;">
−0.059*** (0.014)
</td>
</tr>
<tr>
<td style="text-align:left;">
Biden’s Margin
</td>
<td style="text-align:center;">
−0.010*** (0.000)
</td>
<td style="text-align:center;">
−0.010*** (0.002)
</td>
</tr>
<tr>
<td style="text-align:left;">
Prop. Aged 65+
</td>
<td style="text-align:center;">
3.716*** (0.266)
</td>
<td style="text-align:center;">
12.078*** (1.874)
</td>
</tr>
<tr>
<td style="text-align:left;">
Indoor Dining Ban
</td>
<td style="text-align:center;">
0.084** (0.026)
</td>
<td style="text-align:center;">
−0.814*** (0.142)
</td>
</tr>
<tr>
<td style="text-align:left;box-shadow: 0px 1px">
Lagged DV
</td>
<td style="text-align:center;box-shadow: 0px 1px">
0.213*** (0.004)
</td>
<td style="text-align:center;box-shadow: 0px 1px">
0.132*** (0.007)
</td>
</tr>
<tr>
<td style="text-align:left;">
Num.Obs.
</td>
<td style="text-align:center;">
10904
</td>
<td style="text-align:center;">
2668
</td>
</tr>
<tr>
<td style="text-align:left;">
R2
</td>
<td style="text-align:center;">
0.888
</td>
<td style="text-align:center;">
0.872
</td>
</tr>
<tr>
<td style="text-align:left;">
R2 Adj.
</td>
<td style="text-align:center;">
0.888
</td>
<td style="text-align:center;">
0.871
</td>
</tr>
<tr>
<td style="text-align:left;">
Log.Lik.
</td>
<td style="text-align:center;">
−10788.498
</td>
<td style="text-align:center;">
−2228.684
</td>
</tr>
<tr>
<td style="text-align:left;">
RMSE
</td>
<td style="text-align:center;">
0.65
</td>
<td style="text-align:center;">
0.56
</td>
</tr>
</tbody>
</table>
</div>
<div id="figure-4-marginal-effect-of-vaccine-eligibility-to-grocery-workers." class="section level2">
<h2>Figure 4: Marginal Effect of Vaccine Eligibility to Grocery
Workers.</h2>
<pre class="r"><code>grocery_day=seq(from=min(mydata$grocery_day),to=max(mydata$grocery_day), by=1)

marg_state&lt;-m1_all$coef[3]+m1_all$coef[4]*grocery_day
se_state&lt;-sqrt(vcov(m1_all)[3,3]+vcov(m1_all)[4,4]*(grocery_day^2)+2*grocery_day*vcov(m1_all)[3,4])

p&lt;-ggplot(data=cbind.data.frame(grocery_day,marg_state,se_state)) + geom_point(aes(x=grocery_day, y=marg_state))  + 
  geom_errorbar(aes(x=grocery_day, ymin=marg_state-2*se_state, ymax=marg_state+2*se_state), width=.1) +
  geom_hline(aes(yintercept=0))+
  scale_y_continuous(&quot;Marginal Effect of California&quot;, limits=c(-.8,.3)) +
  ggtitle(&quot;Full Sample (Model 1)&quot;)+
  scale_x_continuous(&quot;Day of Treatment&quot;, limits=c(0,20))+
  theme_bw()+
  theme(plot.title = element_text(size = 9, face = &quot;plain&quot;))

# (Matched Sample):
grocery_day=seq(from=min(matched_data1$grocery_day),to=max(matched_data1$grocery_day), by=1)

marg_state&lt;-m1_matched$coef[3]+m1_matched$coef[4]*grocery_day
se_state&lt;-sqrt(vcov(m1_matched)[3,3]+vcov(m1_matched)[4,4]*(grocery_day^2)+2*grocery_day*vcov(m1_matched)[3,4])

p1&lt;-ggplot(data=cbind.data.frame(grocery_day,marg_state,se_state)) + geom_point(aes(x=grocery_day, y=marg_state))  + 
  geom_errorbar(aes(x=grocery_day, ymin=marg_state-2*se_state, ymax=marg_state+2*se_state), width=.1) +
  geom_hline(aes(yintercept=0))+
  scale_y_continuous(&quot;&quot;, limits=c(-.8,.3)) +
  ggtitle(&quot;Matched Sample (Model 2)&quot;)+
  scale_x_continuous(&quot;Day of Treatment&quot;, limits=c(0,20))+
  theme_bw()+
  theme(plot.title = element_text(size = 9, face = &quot;plain&quot;))

myfig&lt;-ggarrange(p+ rremove(&quot;ylab&quot;) + rremove(&quot;xlab&quot;),
                 p1+ rremove(&quot;ylab&quot;) + rremove(&quot;xlab&quot;),
                 ncol=2, nrow=1, common.legend = TRUE, legend=&quot;bottom&quot;)
annotate_figure(myfig, left = &quot;Marginal Effect of California&quot;,
                bottom = &quot;Day of Treatment&quot;)</code></pre>
<div class="figure">
<img src="data:image/png;base64,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" alt="Marginal Effect of Vaccine Eligibility to Grocery Workers. Error bars represent 95\% CIs." width="672" />
<p class="caption">
Marginal Effect of Vaccine Eligibility to Grocery Workers. Error bars
represent 95% CIs.
</p>
</div>
</div>
<div id="figure-5-temporal-trends-state-averages-in-covid-19-cases-december-2020april-2021." class="section level2">
<h2>Figure 5: Temporal Trends (State Averages) in Covid-19 Cases,
December, 2020–April, 2021.</h2>
<pre class="r"><code>p&lt;-mydata %&gt;% 
  group_by(State, Date) %&gt;% 
  summarise(NewCases1000=100000*sum(Newcases7)/sum(exp(ln_totpop1519)),.groups=&quot;keep&quot;) %&gt;%
  ungroup() %&gt;%
  ggplot(aes(x=Date,y=NewCases1000, group=State, color=State, linetype=State))+
  geom_line(linewidth=1)+
  geom_vline(aes(xintercept=ymd(&quot;2021-03-01&quot;)), linetype=1, color=&quot;gray20&quot;)+
  geom_vline(aes(xintercept=ymd(&quot;2021-03-01&quot;)+weeks(2)), linetype=2, color=&quot;gray20&quot;) +
  geom_text(aes(x=ymd(&quot;2021-03-01&quot;), label=&quot;grocery wkrs eligible in CA&quot;, y=35), colour=&quot;gray50&quot;, angle=90, vjust = -.5, size=3)+
  geom_text(aes(x=ymd(&quot;2021-03-01&quot;)+weeks(2), label=&quot;14 days after grocery wkrs eligible in CA&quot;, y=35), colour=&quot;gray50&quot;, angle=90, vjust = -.5, size=3)+
  scale_y_continuous(&quot;New Covid-19 Cases per 100,000 residents, logged scale&quot;, trans=&quot;log2&quot;, limits=c(5,120))+ xlab(&quot;Full Sample&quot;)+
  scale_color_manual(values=c(&quot;cornflowerblue&quot;,&quot;red&quot;))+
  theme_bw()+
  theme(axis.text=element_text(size=10),
        axis.title=element_text(size=10))


p1&lt;-matched_data1  %&gt;% 
  group_by(State, Date) %&gt;% 
  summarise(NewCases1000=100000*sum(Newcases7)/sum(exp(ln_totpop1519)),.groups=&quot;keep&quot;)%&gt;%
  ungroup() %&gt;%
  ggplot(aes(x=Date,y=NewCases1000, group=State, color=State, linetype=State))+
  geom_line(linewidth=1)+
  geom_vline(aes(xintercept=ymd(&quot;2021-03-01&quot;)), linetype=1, color=&quot;gray20&quot;)+
  geom_vline(aes(xintercept=ymd(&quot;2021-03-01&quot;)+weeks(2)), linetype=2, color=&quot;gray20&quot;) +
  geom_text(aes(x=ymd(&quot;2021-03-01&quot;), label=&quot;grocery wkrs eligible in CA&quot;, y=35), colour=&quot;gray50&quot;, angle=90, vjust = -.5, size=3)+
  geom_text(aes(x=ymd(&quot;2021-03-01&quot;)+weeks(2),  label=&quot;14 days after grocery wkrs eligible in CA&quot;, y=35), colour=&quot;gray50&quot;, angle=90, vjust = -.5, size=3)+
  scale_y_continuous(&quot;&quot;, trans=&quot;log2&quot;, limits=c(5,120))+ 
  xlab(&quot;Matched Sample&quot;)+
  scale_color_manual(values=c(&quot;cornflowerblue&quot;,&quot;red&quot;))+
  theme_bw() +
  theme(axis.text=element_text(size=10),
        axis.title=element_text(size=10))
ggarrange(p, p1, ncol=2, nrow=1, common.legend = TRUE, legend=&quot;bottom&quot;)</code></pre>
<div class="figure">
<img src="data:image/png;base64,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" alt="Temporal Trends (State Averages) in Covid-19 Cases, December, 2020--April, 2021." width="672" />
<p class="caption">
Temporal Trends (State Averages) in Covid-19 Cases, December,
2020–April, 2021.
</p>
</div>
</div>
<div id="figure-6-daily-changes-in-the-difference-between-california-and-oregon-matched-sample." class="section level2">
<h2>Figure 6: Daily changes in the Difference Between California and
Oregon, Matched Sample.</h2>
<pre class="r"><code>matched_data1$day&lt;-as.factor(matched_data1$Date)


PT_test_matched&lt;-lm(ln_Newcases7~State_dum+day+State_dum:day+ln_GDP_co_2019+ln_totpop1519+perc_unemploy1519+percBA1519+urb2010+percblack1519+perclatino1519+perc_otherrace1519+perc_foreign1519+Bidenmarg +  age_65plus_prop+ indoor_dine +
                      lag3_lnNewCasescap1000+lnCumCovid1000_pre,
                     data=matched_data1)

theta&lt;-coef(PT_test_matched)[130:244]

day=seq(from=min(ymd(matched_data1$Date))+days(1),to=max(ymd(matched_data1$Date)), by=1)
grp&lt;-as.numeric(day&gt;ymd(&quot;21-02-28&quot;))
grp&lt;-ifelse(day&gt;ymd(&quot;21-03-14&quot;),2,grp)
theta_means&lt;-tapply(theta, grp, mean)

se_theta&lt;-sqrt(diag(vcov(PT_test_matched))[130:244])

ggplot(data=cbind.data.frame(day=day,theta,se_theta,sig=as.numeric(abs(theta/se_theta)&gt;1.645))) + geom_point(aes(x=day, y=theta))  + 
  geom_errorbar(aes(x=day, ymin=theta-1.645*se_theta, ymax=theta+1.645*se_theta), width=.1) +
  geom_hline(aes(yintercept=0))+
  geom_vline(aes(xintercept=ymd(&quot;2021-01-13&quot;)+weeks(2)), linetype=2, color=&quot;gray50&quot;) +
  geom_text(aes(x=ymd(&quot;2021-01-13&quot;)+weeks(2), label=&quot;14 days after 65+ eligible in CA&quot;, y=3), colour=&quot;gray50&quot;, angle=90, vjust = -.5, size=3)+
  geom_vline(aes(xintercept=ymd(&quot;2021-01-25&quot;)+weeks(2)), linetype=2, color=&quot;gray50&quot;) +
  geom_text(aes(x=ymd(&quot;2021-01-25&quot;)+weeks(2), label=&quot;14 days after K-12 employees eligible in OR&quot;, y=3), colour=&quot;gray50&quot;, angle=90, vjust = -.5, size=3)+
  geom_vline(aes(xintercept=ymd(&quot;2021-02-03&quot;)+weeks(2)), linetype=2, color=&quot;gray50&quot;) +
  geom_text(aes(x=ymd(&quot;2021-02-03&quot;)+weeks(2), label=&quot;14 days after the incarcerated eligible in OR&quot;, y=3), colour=&quot;gray50&quot;, angle=90, vjust = -.5, size=3)+
  geom_vline(aes(xintercept=ymd(&quot;2021-03-01&quot;)+weeks(2)), linetype=1, color=&quot;blue&quot;) +
  geom_text(aes(x=ymd(&quot;2021-03-01&quot;)+weeks(2), label=&quot;14 days after grocery wkrs eligible in CA&quot;, y=3), colour=&quot;blue&quot;, angle=90, vjust = -.5, size=3)+
  scale_y_continuous(&quot;\u03B4&quot;, limits=c(-2.5,5.5)) +
  scale_x_date(&quot;Day&quot;, limits=c(ymd(&quot;20-12-17&quot;),ymd(&quot;21-04-11&quot;)))+
  scale_color_manual(values=c(&quot;black&quot;,&quot;red&quot;))+
  theme_bw()+
  theme(plot.title = element_text(size = 9, face = &quot;plain&quot;),legend.position = &quot;none&quot;)</code></pre>
<div class="figure">
<img src="data:image/png;base64,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" alt="Daily changes in the Difference Between California and Oregon, $\delta_{1t}$, Matched Sample. Error bars represent 90\% CIs." width="672" />
<p class="caption">
Daily changes in the Difference Between California and Oregon, <span class="math inline">\(\delta_{1t}\)</span>, Matched Sample. Error bars
represent 90% CIs.
</p>
</div>
</div>
<div id="appendix" class="section level1">
<h1>Appendix</h1>
<div id="figure-1-centrality-in-the-interaction-network-1" class="section level2">
<h2>Figure 1: Centrality in the Interaction Network</h2>
<pre class="r"><code>data(coleman)
ggraph&lt;-graph_from_adjacency_matrix(coleman[2,,], mode=&quot;undirected&quot;, diag=FALSE)
set.seed(1708)


ggraph &lt;- igraph::delete.vertices(ggraph , which(igraph::degree(ggraph)==0))
degree.cent &lt;- igraph::degree(ggraph)
degree.close&lt;-igraph::closeness(ggraph)
degree.btw&lt;-igraph::betweenness(ggraph)
degree.eig&lt;-igraph::eigen_centrality(ggraph)

p&lt;-ggplot() + geom_histogram(aes(x=degree.cent), fill=&quot;grey&quot;, colour=&quot;black&quot;)+xlab(&quot;Degree&quot;)+ylab(&quot;Count&quot;)+theme_bw()
p1&lt;-ggplot() + geom_histogram(aes(x=degree.close), fill=&quot;grey&quot;, colour=&quot;black&quot;)+xlab(&quot;Closeness&quot;)+ylab(&quot;&quot;)+theme_bw()
p2&lt;-ggplot() + geom_histogram(aes(x=degree.btw), fill=&quot;grey&quot;, colour=&quot;black&quot;)+xlab(&quot;Betweenness&quot;)+ylab(&quot;Count&quot;)+theme_bw()
p3&lt;-ggplot() + geom_histogram(aes(x=degree.eig$vector), fill=&quot;grey&quot;, colour=&quot;black&quot;)+xlab(&quot;Eigenvector&quot;)+ylab(&quot;&quot;)+theme_bw()
grid.arrange(p,p1, p2,p3, nrow = 2)</code></pre>
<div class="figure" style="text-align: center">
<img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAABUAAAAPACAMAAADDuCPrAAABUFBMVEUAAAAAADoAAGYAOjoAOmYAOpAAZrYzMzM6AAA6OgA6Ojo6OmY6OpA6ZmY6ZpA6ZrY6kJA6kLY6kNtNTU1NTW5NTY5Nbm5Nbo5NbqtNjshmAABmOgBmOjpmZgBmZjpmZmZmZpBmkJBmkLZmkNtmtrZmtttmtv9uTU1ubk1ubo5ujqtujshuq+SOTU2Obk2Obm6Oq6uOyOSOyP+QOgCQZjqQZmaQkDqQkGaQkLaQtraQttuQ2/+rbk2rjm6ryOSr5P+2ZgC2Zjq2Zma2kDq2kGa2kJC2tpC2tra2ttu229u22/+2//++vr7Ijk3Ijm7Iq27IyKvI5P/I///bkDrbkGbbtmbbtpDbtrbb25Db27bb29vb2//b///kq27kyI7kyKvk5Mjk///r6+v/tmb/yI7/25D/27b/29v/5Kv/5Mj/5OT//7b//8j//9v//+T////UOGRwAAAACXBIWXMAAB2HAAAdhwGP5fFlAAAgAElEQVR4nO2964Pcxnmn27QupuXY2qOmQsrKSmv7mBOLopyI8iZrkxaV+KzWdkYxxci7ijXSITmkODZn5v//tn0BGo3CreqtKlS91c/zhexL/d4X6OqngQYas7gEAAARi9QNAABoBYECAAhBoAAAQhAoAIAQBAoAIASBAgAIQaAAAEIQKACAEAQKACAEgQIACEGgAABCECgAgBAECgAgJJ5AvwsgIdqMZEpCANpzKqJAvRMe+ycEiMihCf8u1DQRVaAjjwVYP0Zg8ER6DBXpMRaBamwCgQYBgZqB9OgKAtXYBAINAgI1A+nRFQSqsQkEGgQEagbSoysIVGMTCDQICNQMpEdXEKjGJhBoEBCoGUiPriBQjU0g0CAgUDOQHl1BoBqbQKBBQKBmID26gkA1NoFAg4BAzUB6dCWUQF/cfqv+z3LDm5+blYTJDVm4K4smEKgTF58dLZd/+4/d7JExpb/x+wPp0ZVQAj1eVgJ9foRAozeBQF04qz7Tb3WyRwaV/sbvD6RHV8II9OJ4WQv0tP5Pp5IoeZ8s3JVFEwjUgYu7y+sPLi/+fXntYzN7ZFTpb/z+QHp0JYhAv/lguRPo8fL9gUqS5BZZuCuLJhCoA6fV3tBJ56MdgZqB9OhKCIGerPaOvq5m58Xdzud8XUmQ3CYLd2XRBAK1Z7UB+uFQ9siw0t/4/YH06EoQgV7/zW7P/cXtG39cbY/+/EG3kiC5TRbuyqIJBGrPi9udr+N32SPDSn/j9wfSoyuhDiLVAq2PITWf+rvr5j3OnkWH1B2Bt0CfH9149PXfL5erT3mFU1IMc3keQgv0dLU7/+jyL/eab+z1zNbunGPSJSeEQO9tP9N3X87rmZJimMszEVqg9Tf13WNJ+e/CLxb/1mbRszbYhZ+3CW+Bni43n+kXnx3UUXirudwNzGv3uD8wrx5DC7S5feORUUmY3IBAw3WhpokQAt1+lh8f0lF4BOoS6TE2lkCfH5lf3SNQqyYsMw6miQC78NWW5/rLUCN7ZJjyNz4CdYn0GBtPoGyBipqwzDiYJgIItPood/tMV/7GR6AukR5jAwt0d9Jd9wdJCNSqCcuMg2kiwHmg1Rao27dKyt/4CNQl0mNs6C3QY0Oke5WEyQ0INFwXaprw/yXSsei4pvI3PgJ1ifQYG+E80FuPLs8+6HzaI1C7JiwzDqYJf4GupuR7DzgKj0CHIz3GBv8O9KS6GFPnp0gI1KoJy4yDaSLA1ZhOtz/uuNb5RScCNQPzklN/YF49hj+IdPaL1Vy9ZW5/IlDLJiwzDqaJENcDPbt35PzrYuVvfATqEukxlivSNyDQDJvgivQjkcMPIVCXSI+xCLQBgWbYBAIdiRx+CIG6RHqMRaANCDTDJhDoSOTwQwjUJdJjLAJtQKAZNoFARyKHH0KgLpEeYxFoAwLNsAkEOhI5/BACdYn0GItAGxBohk0g0JHI4YcQqEukx1gE2oBAM2wCgY5EDj+EQF0iPcYi0AYEmmETCHQkcvghBOoS6TEWgTYg0AybQKAjkcMPIVCXSI+xCLQBgWbYBAIdiRx+CIG6RHqMRaANCDTDJhDoSOTwQwjUJdJjLAJtQKAZNoFARyKHH0KgLpEeYxFoAwLNsAkEOhI5/BACdYn0GItAGxBohk0g0JHI4YcQqEukx1gE2oBAM2wCgY5EDj+EQF0iPcYi0AYEmmETCHQkcvghBOoS6TEWgTYg0AybQKAjkcMPIVCXSI+xCLQBgWbYBAIdiRx+CIG6RHqMRaANCDTDJhDoSOTwQwjUJdJjLAJtQKAZNoFARyKHH0KgLpEeYxFoAwLNsAkEOhI5/BACdYn0GItAGxBohk0g0JHI4YcQqEukx1gE2oBAM2wCgY5EDj+EQF0iPcYi0AYEmmETCHQkcvghBOoS6TEWgTYg0AybQKAjkcMPIVCXSI+xCLQBgWbYBAIdiRx+CIG6RHqMRaANCDTDJhDoSOTwQwjUJdJjLAJtQKAZNoFARyKHH0KgLpEeYxFoAwLNsAkEOhI5/BACdYn0GItAGxBohk0g0JHI4YcQqEukx1gE2oBAM2wCgY5EDj+EQF0iPcYi0AYEmmETCHQkcvghBOoS6TEWgTYg0AybQKAjkcMPIVCXSI+xCLQBgWbYBAIdiRx+CIG6RHqMRaANCDTDJhDoSOTwQwjUJdJjLAJtQKAZNoFARyKHH0KgLpEeYxFoAwLNsAkEOhI5/BACdYn0GItAGxBohk0g0JHI4YcQqEukx1gE2oBAM2wCgY5EDj+EQF0iPcYi0AYEmmETCHQkcvghBOoS6TEWgTYg0AybQKAjkcMPIVCXSI+xCLQBgWbYBAIdiRx+CIG6RHqMRaANCDTDJhDoSOTwQwjUJdJjLAJtQKAZNoFARyKHH0KgLpEeYxFoAwLNsAkEOhI5/BACdYn0GItAGxBohk0g0JHI4YcQqEukx1gE2oBAM2wCgY5EDj+EQF0iPcYi0AYEmmETCLSHRYfuM6bncjdFxHirWa/HOtJj7IwCfZw7PZMudUsQVaCpF05Ij8W6T5mcy4H8eeDvEbZAG9gCzbAJtkC7WExUyVP+rWeQxVMmFjvYUteBB7sF6p2AQMN1oaYJBNoFgQaO9BiLQBsQaIZNINAuCDRwpMdYBNqAQDNsAoF2QaCBIz3GItAGBJphEwi0CwINHOkxFoE2INAMm0CgXRBo4EiPsQi0AYFm2AQC7YJAA0d6jEWgDQg0wyYQaBcEGjjSYywCbUCgGTaBQLsg0MCRHmMRaIPs52+Bm7DM8A7Q0gQC7YJAA0d6jEWgDVaTDoHO2wQC7YJAA0d6jEWgDWHmpWcTlhneAVqaQKBdEGjgSI+xCLQBgWbYBALtgkADR3qMRaANCDTDJhBoFwQaONJjLAJtQKAZNoFAuyDQwJEeYxFoAwLNsAkE2gWBBo70GItAGxBohk0g0C4INHCkx1gE2oBAM2wCgXZBoIEjPcYi0AYEmmETCLQLAg0c6TEWgTYg0AybQKBdEGjgSI+xCLQBgWbYBALtgkADR3qMRaANCDTDJhBoFwQaONJjLAJtQKAZNoFAuyDQwJEeYxFoAwLNsAkE2gWBBo70GItAGxBohk0g0C4INHCkx1gE2oBAM2wCgXZBoIEjPcYi0AYEmmETCLQLAg0c6TEWgTYg0AybQKBdEGjgSI+xCLQBgWbYBALtgkADR3qMRaANCDTDJhBoFwQaONJjLAJtQKAZNoFAuyDQwJEeYxFoAwLNsAkE2gWBBo70GItAGxBohk0g0C4INHCkx1gE2oBAM2wCgXZBoIEjPcYi0AYEmmETCLQLAg0c6TEWgTYg0AybQKBdEGjgSI+xCLQBgWbYBALtgkADR3qMRaANCDTDJhBoFwQaONJjLAJtQKAZNoFAuyDQwJEeYxFoAwLNsAkE2gWBBo70GItAGxBohk0g0C4INHCkx1gE2oBAM2wCgXZBoIEjPcYi0AYEmmETCLQLAg0c6TEWgTYg0AybQKBdEGjgSI+xCLQBgWbYBALtgkADR3qMRaANCDTDJhBoFwQaONJjLAJtQKAZNoFAuyDQwJEeYxFoAwLNsAkE2gWBBo70GItAGxBohk0g0C4INHCkx9hQAn1x+63qfxf3jpbL9x50KwmTGxBok+EdoKWJUAJ9fnTjUSd75Pk5v/ERaOBIj7GhBHq8rAT64vZyzZufdyoJkxsQaJPhHaCliUACvbi7RKATT0GgAsII9OJ4WQv0eHnjweVZz3RFoFZNWGZ4B2hpIpBAT5YIdOopCFRAEIF+88GyFujzo82254vb1z42K0mSWyDQJsM7QEsTYQT6/AiBTj4FgQoIIdDVp/utryuBnuz+fd+sJEhug0CbDO8ALU0EEehqB/4f+A506ikIVEAQgV7/zeVpJc7j5Yebf+vbe5UEyW0QaJPhHaCliSACPV6+xUGkyacgUAGhDiJVwry4W+26N/P1uzWPc6dncgieAkEJIdDT1e77vkDTTclFF9Ggziy0eEo3NoxAJYtUDgi0AYFmSACBbr6Qz0KgIttY2RGBJiKeQM0TmdiFt2rCMsM7QEsTAQR6vP4+Potd+D4hTQ6MtasdKnd8kdiFt2N4C3RXSZjcgECbDO8ALU34C/Rkc/wdgcbKHV8kBGoHAg3UhGWGd4CWJrwF+vxoMyURaKzc8UVCoHZwFD5QE5YZ3gFamvAW6Mlyh8u3SgjUNnd8kRCoHafG+Z+cBypswjLDO0BLEwgUgbYoXKD8EsmzCcsM7wAtTRR1MREE6k/hAr24u7zOb+E9mrDM8A7Q0gQCRaAtChfo5RlXY/JqwjLDO0BLEwgUgbYoXaCXZ/dW/nyvM1kRqF0TlhneAVqaQKAItEWhArWo5J2AQJsM7wAtTRR1RXoE6g8CFYNAmwzvAC1NIFAE2gKBikGgTYZ3gJYmECgCbYFAxSDQJsM7QEsTCBSBtkCgYhBok+EdoKUJBIpAWyBQMQi0yfAO0NIEAkWgLRCoGATaZHgHaGkCgSLQFghUDAJtMrwDtDSBQBFoCwQqBoE2Gd4BWppAoAi0BQIVg0CbDO8ALU0gUATaQqVAz3/5377a3Xj6zt981fusiUqCMW0QaJPhHaClCQSKQFuoFOhff/SdP/TfcKgkGNMGgTYZ3gFamkCgCLSFfoE+vYpAR59i4tSEHQg0BAg0RO74Ih28QP/6o64RXmEXfvApPX/l1akJOxBoCBBoiNzxRTp4gV4+6RrhpqiSqL99lAh06hlq3JVFEwgUgbZQJ9Dzf3n33XeuXvnBuzU//p2skmjUPgi0yfAO0NIEAkWgLdQJdI3wuFG7km8AAt3L8A7Q0gQCRaAtVAq0dRqTtJJvAALdy/AO0NIEAkWgLVQKNAQI1KoJOxBoCBBoiNzxRUKgDf9Z82dRJcmgFgi0yfAO0NIEAkWgLZQK9NlHe0fhOQ90+CkINGwTCBSBttAp0PbZoAh0+CkINGwTCBSBttAp0IeLxcs//rTmf3Ei/eBTEGjYJhAoAm2hUqDndxavehTZVvINQKB7Gd4BWppAoAi0hUqB/vVHV37tUWRbyTcAge5leAdoaQKBItAWSgXKifSWT0GgYZtAoAi0hUqBnt9hC9TyKQg0bBMIFIG2UCnQy4eLNzyKbCv5BiDQvQzvAC1NIFAE2kKnQFeboD/zqLKp5Dkege5neAdoaQKBItAWKgV6/st3FovmgkyiH8YjUKsm7ECgIUCgIXLHFwmBrjGuqsyJ9MNPQaBhm0CgCLQFAhWDQJsM7wAtTSBQBNpCpUBDgECtmrADgYYAgYbIHV8kBBoKBGrVhB0INAQINETu+CIh0FAgUKsm7ECgIUCgIXLHFwmBbvj2P/fReT3QyT+XiUAzbAKBItAWKgVawkGk6b83jEAzbAKBItAWCFSMr0CnphQCzbAJBIpAW6gU6Pn/ri8F+k9vL678D5XXA0WgKptAoAi0hUqB7vP06iuiv9CJQOvF0OKuLJpAoAi0hXqBSi8sgkDrxdDiriyaQKAItIV+gQo3QRFovRha3JVFEwgUgbbQL1Dh1ZURaL0YWtyVRRMIFIG20C/Qp1cRqE+IGndl0QQCRaAt1Av0/P6CXXifEDXuyqIJBIpAW6gU6Pkv60uBvvvO1QUHkbxC1LgriyYQKAJtoVKg7RPpOY3JK0SNu7JoAoEi0BbqBfrST0T+RKC7xdDiriyaUCTQ8d8KJxdolzC53adM/mjaB5UCDcF3H6el56V3fkaYEHAgqkCDdtrjje5TuraxyBVZzEJrYXK7T5leEeVwOJezYwtUZRN6tkAnXvnkW6CTT4mY67wyhzncLVDvBATaZHgHaGkCgSLQFmoF+u1vX1ssrrz2E9HFQC8RaLMYWtyVRRMIFIG20CrQh7vvM0QnMSHQZjG0uCuLJhAoAm2hVKBrf770g3ff+Z7YoAi0Xgwt7sqiCQSKQFvoFOjTq4tXfr/537M7iyu/FlWSDGqBQJsM7wAtTSBQBNpCp0D3fr55fmfxqqiSZFALBNpkeAdoaQKBItAWKgV6fmdvq5PL2fmFqHFXFk0gUATaQqVAW1ew43J2fiFq3JVFEwgUgbZAoGIQaJPhHaClCQSKQFuoFOj5ncXN3Y0nXM7OK0SNu7JoAoEi0BYqBcpBpIAhatyVRRMIFIG20CnQp1cXL/9u878v3+Y0Jr8QNe7KogkEikBb6BTo9odIr732mvynSAi0Xgwt7sqiCQSKQFsoFejlF1erX3Je+ZmwkmzYHgi0yfAO0NIEAkWgLbQK9PL8T++stkB/8CvZ5ZQRaLMYWtyVRRMIFIG2UCtQXxBovRha3JVFEwgUgbZAoGIQaJPhHaClCQSKQFuoFOi31UVAn35fvAePQHeLocVdWTSBQBFoC4UCffZ2feD9ofwYEgLdLYYWd2XRBAJFoC30CXR9/L06df5fuaCyf4gad2XRBAJFoC3UCfTJypnVSfSXl+efrG7d7DzHqpJo1D4ItMnwDtDSBAJFoC20CXT9J+H3tzlXe/Gia4kg0N1iaHFXFk0gUATaQptAV8JsXTvk/I5wJx6B1ouhxV1ZNIFAEWgLZQJd+7K9y/5kwdWYvELUuCuLJhAoAm2hTKCrPXjj2iFPr8r24RFovRha3JVFEwgUgbbQJ1BDl917LCsJxrRBoE2Gd4CWJhAoAm2BQMUg0CbDO0BLEwgUgbZQJtDzzl8xXv+FY74D9QhR464smkCgCLSFMoFe3jcPuj9ccEV6rxA17sqiCQSKQFtoE6h50J3TmHxD1LgriyYQKAJtoU2g5on09zmR3jNEjbuyaAKBItAW2gS6+Snn6/U26LOPkvxJj0UHScbUy4pAM2wCgSLQFuoEuv1zSC//86effvrbt9f/FX0D6iXQrj8RqG+AliYQKAJtoU+gl/9xdc9cV34qrSQcd2llthAhCDTDJhAoAm2hUKDbHfetPl//s7iSdCAC7YJAQ4BA58p1XpnDaBToii//5y/f/fGnYnteItAdatyVRRMIFIG2UCpQfxBohRp3ZdEEAkWgLRCoOwjUBIGGAIHOleu8ModBoO4gUBMEGgIEOleu88ocBoG6g0BNEGgIEOhcuc4rcxgE6g4CNUGgIUCgc+U6r8xhEKg7CNQEgYYAgc6V67wyh0Gg7iBQEwQaAgQ6V67zyhwGgbqDQE0QaAgQ6Fy5zitzGATqDgI1QaAhQKBz5TqvzGEQqDsI1ASBhgCBzpXrvDKHQaDuIFATBBoCBDpXrvPKHAaBuoNATRBoCBDoXLnOK3OY0gX64vZyw5ufm5XkmQjUBIG68M0vlstr7z3oZo+MQaAhc51X5jClC/T5EQIdf4Yad2XRRACBfradkdc+7mSPDEKgIXOdV+YwpQv0dPnWQCV5JgI1QaD2nC6v/ePl5dldt890BBoy13llDlO6QI+X7w9UkmciUBMEas3F3eWH639f3N7+u589MgyBhsx1XpnDFC7Qi7vdPaWqkjwUgZogUGte3K62PLsf7Qh0rlznlTlM4QJ9cfvGHz9YLn/u9o39BAjUBIG6g0BjDEKg7du+i1ofQ2p2l75b81hMz6sWI8SijCiki3v3B0swgb64vds3CjAle7B65btu6cZYDJq6IzeBWixk0NdiPkIL9HS5vPXo8i/3liFnKwI9XIIJ9KQ5upmzQO0GTd2RuUALek+EFmg9Td32lyZQvgvfnU/u3RuwC+/KaYrTmGzcMpUyq+hi5VospO1qLnwXvuZ0eeORUUkehkBNEKgjp0fXzGPwCHS+XIuFtF3NByLQ50fmWXcI1Kd7AwTqxknP9icCnS/XYiFtV/PBCJQtUOv55A4CdeKzXn8i0NlyLRbSdjWXLdD6rOWeHyQhUJ/uDRCoAxfHy+vmj5C22SODEGjIXIuFtF3NZQv08ngrzp1I9yrJQxGoCQJ14LjzfXydPTIIgYbMtVhI29VcuECfH61PYzr7oDtnEahP9wYI1J6TIX8i0NlyLRbSdjUXLtDVdN1ejKnzUyQE6tO9AQK1pr6+4gqXb5UQaMhci4W0Xc2lC/TybH3xxVvdz3wE6tO9AQK15nSJQK2biZVrsZC2q7l4gQ5Wkg9FoCYINAQIdK5ci4W0Xc0I1B0EaoJAQ4BA58q1WEjb1YxA3UGgJgg0BAh0rlyLhbRdzQjUHQRqgkBDgEDnyrVYSNvVjEDdQaAmCDQECHSuXIuFtF3NCNQdBGqCQEOAQOfKtVhI29WMQN1BoCYINAQIdK5ci4W0Xc0I1B0EaoJAQ4BA58q1WEjb1YxA3UGgJgg0BAh0rlyLhbRdzQjUHQRqgkBDgEDnyrVYSNvVjEDdQaAmCDQECHSuXIuFtF3NCNQdBGqCQEOAQOfKtVhI29WMQN2xMlsH55B0Ap1s3gSBhgCBzpVrsZC2qxmBumOjLc0CnW7eBIGGAIHOlWuxkLarGYG6I9CWRI8JBeo6nRBoCBDoXLkWC2m7mhGoOwjUBIGGAIHOlWuxkLarGYG6g0BNEGgIEOhcuRYLabuaEag7CNQEgYYAgc6Va7GQtqsZgbqDQE0QaAgQ6Fy5Fgtpu5oRqDsI1ASBhgCBzpVrsZC2qxmBuoNATRBoCBDoXLkWC2m7mhGoOwjUBIGGAIHOlWuxkLarGYG6g0BNEGgIEOhcuRYLabuaEag7CNQEgYYAgc6Va7GQtqsZgbqDQE0QaAgQ6Fy5Fgtpu5oRqDsI1ASBhgCBzpVrsZC2qxmBuoNATRBoCBDoXLkWC2m7mhGoOwjUBIGGAIHOlWuxkLarGYG6g0BNEGgIEOhcuRYLabuaEag7CNQEgYYAgc6Va7GQtqsZgbqDQE0QaAgQ6Fy5Fgtpu5oRqDsI1ASBhgCBzpVrsZC2qxmBuoNATRBoCBDoXLkWC2m7mhGoOwjUBIGGAIHOlWuxkLarGYG6g0BNEGgIEOhcuRYLabuaEag7CNQEgYYAgc6Va7GQtqsZgbqDQE0QaAgQ6Fy5Fgtpu5oRqDsI1ASBhgCBzpVrsZC2qxmBuoNATRBoCBDoXLkWC2m7mhGoOwjUBIGGAIHOlWuxkLarGYG6g0BNEGgIEOhcuRYLabuaEag7CNQEgYYAgc6Va7GQtqsZgbqDQE0QaAgQ6Fy5Fgtpu5oRqDsI1ASBhgCBzpVrsZC2qxmBuoNATRBoCBDoXLkWC2m7mhGoOwjUBIGGAIHOlWuxkLarGYG6g0BNEGgIEOhcuRYLabuaEag7CNQEgYZgOHohwuKV794zlXKwArVZ42HmQWcaOhSaUaCPxfS8alPPsHiK4BmykACtHS5RBTpUVOZPBDp4T2f9Tj7F7jUIPt2GSg8+ly1Ql2ewBTp7E0m2QPN2VlbNRNsClbyRhJjT0OX9iEBdnoFAZ28CgebdDAI1xoZpqa+SfCgCNUGgIUCgc+VarN/J1wCBikGgJgg0BAh0rlyL9Tv5GiBQMQjUBIGGAIHOlWuxfidfAwQqBoGaINAQINC5ci3W7+RrgEDFIFATBBoCBDpXrsX6nXwNEKgYBGqCQEOAQOfKtVi/k68BAhWDQE0QaAgQ6Fy5Fut38jVAoGIQqInMXd0fWIhi/JrYD0CgmYkuVq7F+p18DRCoGARqInJXzy/UJDF+TbQCEGhmoouVa7F+J18DBCoGgZoIBepaJkITrQAEmpnoYuVarN/J1wCBikGgJgg0BAh0rlyL9Tv5GiBQMQjUBIGGAIHOlWuxfidfAwQqBoGaINAQINC5ci3W7+RrgEDFIFATBBoCBDpXrsX6nXwNEKgYBGqCQEOAQOfKtVi/k68BAhWDQE0QaAgQ6Fy5Fut38jVAoGIQqAkCDQECnSvXYv1OvgYIVAwCNUGgIUCgc+VarN/J1wCBikGgJgg0BAh0rlyL9Tv5GiBQMQjUBIGGAIHOlWuxfidfAwQqBoGaINAQINC5ci3W7+RrgEDFIFATBBoCBDpXrsX6nXwNEKgYBGqCQEOAQOfKtVi/k68BAhWDQE0QaAgQ6Fy5Fut38jVAoGIQqAkCDQECnSvXYv1OvgYIVAwCNUGgIUCgc+VarN/J1wCBikGgJgg0BAh0rlyL9Tv5GiBQMQjUBIGGAIHOlWuxfidfAwQqBoGaINAQINC5ci3W7+RrgEDFIFATBBoCBDpXrsX6nXwNEOgA038sEoH2rCSL9ehexgkPgdr/fVAEmnczCNQYG6alvkoD9/f4E4F2nzFpnBCr0Q25QC0WpwaB5t0MAjXGhmmpr9LA/XHcV5xA47RmhjjhI1DrThBo3s0gUGNsmJb6Kg3cj0ARKAKNPgiBDoNAESgCFYBA58q1WL+TrwEC7QeBIlAEGn0QAh0GgSJQBCoAgc6Va7F+J18DBNoPAkWgCDT6IAQ6DAJFoAhUAAKdK9di/U6+Bgi0HwSKQBFo9EEIdBgEikARqAAEOleuxfqdfA0QaD8IFIEi0OiDEOgwCBSBIlABCHSuXIv1O/kaINB+ECgCRaDRByHQYRAoAkWgAhDoXLkW63fyNUCg/SBQBIpAow9CoMMgUASKQAUg0LlyLdbv5GtwKAK9uHe0XL73oFtp4PkIFIFGFqjrlESgoXMt1u/ka3AgAn1xe7nmzc87lQYGIFAEGlegzlMSgYbOtVi/k6/BgQj0eHnjweXZ3eWNR2algQEIFIHGFajzlESgoXMt1u/ka3AYAn1+tPmgf3H72sdmpYERCBSBRhWo+5REoKFzLdbv5GtwGAI9Wb5V/fu+WWlgBAJFoFEF6j4lEWjoXIv1O/kaHIZAj5cfbv49rWbtXqWBEQgUgUYVqPuURKChcy3W7+RrcBACvbhb7Sc9P6q/cfpuzeN++v4qJxwcA7PjsbdABVOSOQkGQzOlMz8RKCQBgULGJBCoedaI/9FU+S7jLiFARA5N+HehpomQAnWZkgHWjxEYPJEeQ0V6jI2/Bbqr5Jd8mYm7smgCgdojnJKlv/H7A+nRFQSqsQkEag8CdQikR1fSH4W3Jwt3ZdEEAunMqtAAACAASURBVHVANiVLf+P3B9KjK+HPA32/9e9eJc/kTNyVRRMI1AHZlCz9jd8fSI+upP8lkj1ZuCuLJhCoA7IpWfobvz+QHl0JLdCLu8vrjj88tiYLd2XRBAJ1QDYlS3/j9wfSoyvBLyZy5nzpG2uycFcWTSBQF0RTsvQ3fn8gPboS/nqgZ/dWk/U988MegYZsAoE6IZmSpb/x+wPp0ZX0V6S3Jwt3ZdEEAg0CAjUD6dEVBKqxCQQaBARqBtKjKwhUYxMINAgI1AykR1cQqMYmEGgQEKgZSI+uIFCNTSDQICBQM5AeXUGgGptAoEFAoGYgPboyo0ABJESbkUxJCEB7TiFQyIxoM5IpCQFoz6l4As2BmO9Ga2iiJosm5kLDwtKjNwg0OjRRk0UTc6FhYenRGwQaHZqoyaKJudCwsPToDQKNDk3UZNHEXGhYWHr0BoFGhyZqsmhiLjQsLD16g0CjQxM1WTQxFxoWlh69QaDRoYmaLJqYCw0LS4/elC1QAICIIFAAACEIFABACAIFABCCQAEAhCBQAAAhCBQAQAgCBQAQUrhAnx/d6P558Dk5+8X6T5Q/SNjBi9tvVf/7ZtXLtTS9NE1cfHa0XP7tP6ZoIgoX947MF7h1V+fxBFPSpccXt5cb3vw83x5zmkRlC/Ti7jKtQJ8fbWbjtY/TtXC8rNz12TJdL7smzqr3560ETcSg8s2+blp3dR5PMCWdeqxm7NwCdeoxp0lUtkBPlmkFun63PLg8S6jxi+Nl5a7T5bXVR/aql7m3LfabWK2Q6w8uL/496UdKSI67L3Drrs7jCaakU4+n9Uddvj1mNYmKFuj60zSpQJ8fbWz14naql/qbD5aVu1az7sPLTS/bf5M0sXp7bvV9kuZtGpyeF7h1V+fxBFPSrcfj5fuzdifoMatJVLJAV874h7TfgZ625TU7q82dW19ve3hxu9rynP0dstdEshURi/o9fNKs1NZd5uMppqRTjxd3k3zWu/SY1yQqWaDHy7cSH0RKvQV6cv03nX2y+QXaNLGzeCkcV+/lvZXcust8PMWUdOrxxe0bf1ztMPx85kONLj3mNYkKFujpal8psUB334Em3NcwBJpG5lUT65fj679fLldKLYLd9lozz1p3mY+nmJJuPdbHkObdyHPqMa9JVK5AN6ZIfRrTxfbQ962ETRgCTfPFUSPQe9v3Z4ov2sLjKNAkU9Ktx9PNZP3LvXkP0LgKNKNJVK5AN7uqqQX6/IPNK3094YmgbYGepjl0WTVxuv0wWX2s5HAA1Z+9N3a9W9m6y3g8yZR06/Fk913DnHZy6jGvSVSsQE82BzuTfwea/qVuCfT06FqSL+AbgW7fl8cpv9QIh9vWXZop6fo1w5bTWc8VcOoxr0lUqkCfH21WeWKBHmfwUu8L9CSVyXe78H1vVr047nommZIygTabgtn1mNckKlWgJ8sd6Y7Z9c/NmdkTaLot4Z1Aqxdj3vdnPFyOHqeakq5nCmyYeca69JjXJEKgEclLoBfHy+upVsXuhNhqhcy7hxiP+rzF1vmLe3ft30g1JV163J1jOfMPktx6zGkSlSrQCnbhm7fCccL5tnceZPVvDkdQ/XH+JVKCKenU43GaXzxIesxjEiHQmJxmcLywdtdJys/ruonnR+sr6mRyADUA259lt37D3bqr5/HZp6RTj9vDnmcfzDxZXHvMZxIh0KjUu20JPyp3PwLa7UAm2BrebQafVpenyujHeF6c7V0lqDq6cdZz4aC9ffb5p6RTj9WMfXPmE++cesxpEiHQuPz/6+uBzv3DuBZ7p2BmINDLs/V1HZOukLCcrU/qfm8zyerDw3t3GTe2z5p9Sjr1uL6C7bX5f/nh1mM+k6hwgQIAxAOBAgAIQaAAAEIQKACAEAQKACAEgQIACEGgAABCECgAgBAECgAgBIECAAhBoAAAQhAoAIAQBAoAIASBhuH+oua1H/4+dTNwuPzpo6urSfj9X31V3b6/eOWr0QHgBQINQyPQFT9kykIS/vS9eg5e+dn2HgQaFwQahpZAmbOQhIf7k/CNzV0INC4INAz3F9/5w+Y/519+tJq8ryZuBw6RtT9f+smfV//78u9W26C/Xt+HQOOCQMOwE+jlZh5vJy/AjDy9uli8XtvyYbUfhEDjgkDDsC/Q9f48m6AwN+1pd3/7KY5A44JAw9AS6F9/VN96tj4meqU5Lv+n9a7V61893Dx+fmdx809vr/a6ft3zTPM2wDirWbe/4/P0+z9eT56dQI0J9aw6Wn+5f7t+eBX1xvlvv7f+QuCrvsc7w820wwGBhqEl0JUZt1N596X+6/X9G77zUS3Qdzc3/9B5Zuc2wARPevd7aoHWE+rKTzd3f1HPr5e307Y931YC/S9vjzxuDjfTDggEGoaWQNfT7eb2n/VH9refVPPu/uY7qvNPKmmufboS7bNfdZ9p3gaY4mF94L1FJdDVgy//7vLyy7e3M/Pp1cUrq/l1/q+VdI35thLoyrRfXT67U2UajxvDzbRDAoGGoU+gq3n1an17vUW6uv1G/XAt0JubO3qe2boNMMnDeja12Ap0ZcTthuhqzm13eKrpup235nxbC/Rm9fT1OPNxY7hx86BAoGHoCPSNvXm1noev7t2uviOtJvPlyDOr2wCTjAm0+Rzefoobn8vmfNv51jTkbn4aww/3Ux6BhqFnC3TffetpvHf7fi3Q3WbB0DM5igqWjAm0mZ4rN766+b70yg9/Vz+nM9+2T9qGrgZ2Hm8PN28eFAg0DG2B3l/P5fV+UMN3/rA+tFk9vjsKv52XPc9s3Z5/cUAfT4a/A919VO8+tT/ZTK3tWfed+XfZTNWH1U1jPraGd24eEgg0DD1H4REozMn6UM7+zsp//PPaZ7VAzV2a9Ql1m+Pmv5IItDW8e/OAQKBhaAl0O5Wb/aAte7e7Ah16JoAlxnmg1feYA1uga7785ebSIze7860r0J75uBvee/NQQKBh6Pkl0t5U3dD3Heir9SPmM/niE1x52DqLqDqrqf870Jr1mUeb79zb880Q6OB83A4funkQINAw7Av0i0X9K7p6i2A7A3uOwr9aj24/07wNME3rt/BfVPva9VH4etNw802p+VluzjdDoObjxvDOlsEhgUDD0FyNafN10GZCNV9KPanPCzXPA60mXs8zW7cBLFj/XOjK+kjOdhJuJtvQeaCVEbfCNOebKVDzcWO4cfOgQKBhuL//NXs9ix5uv1Xf7dk87PwSqflStPPM1m0ACz7Zn4Svb+7q/hJprcb196U/W93/7M7uN3P7880UaM/j+8PNtEMCgYahJdD9a4rtG/W8etbL/90UqPnMzm0AC/7jaj1vqt+8D/0W/unuibudor351hGoOR+N4WbaAYFAw9AI9LX9s+GefbQ+NNlcpca8GtOrg880bwNYcP7//d3VzSTs/E2k7eWUXq8n5/lvX1s976Xd7dZ86wrUnI/GcDPtcECgKeDnRQBFgEDnoznQxA/cAYoAgc7Hw72LLx3cd0UAJYJA52PlzfUfmz3/4urBnS0HUCYIdEae1AcrX+YvdQCUAAKdk28/2R7K5AgSQBEgUAAAIQgUAEAIAgUAEIJAAQCEIFAAACEIFABACAIFABCCQAEAhCBQAAAhCBQAQAgCBQAQgkABAIQgUAAAIQgUAEAIAgUAEIJAAQCEIFAAACEIFABACAIFABCCQAEAhCBQAAAhCBQAQAgCBQAQgkABAIQgUAAAIQgUAEAIAgUAEIJAAQCExBPodwEkRJuRzE8IQHsaRRTo1BMeP45RNkYonUbIHAidT6BTT/Bdl37DPasnLV5ydQQqyaTT8JkINGb1ghWWtjoClWTSafhMBBqzesEKS1sdgUoy6TR8JgKNWb1ghaWtjkAlmXQaPhOBxqxesMLSVkegkkw6DZ+JQGNWL1hhaasjUEkmnYbPRKAxqxessLTVEagkk07DZyLQmNULVlja6ghUkkmn4TMRaMzqBSssbXUEKsmk0/CZCDRm9YIVlrY6ApVk0mn4TAQas3rBCktbHYFKMuk0fCYCjVm9YIWlrY5AJZl0Gj4TgcasXrDC0lZHoJJMOg2fiUBjVi9YYWmrI1BJJp2Gz0SgMasXrLC01TMQ6KJLwLJoKUJqjEzNArWawQi0xOrpBdrjTwQaLFN9pxoEajeDEWiJ1XMQ6L8ZINBwmeo71SFQmxmMQEusjkAlmeq15JkaIxOBCqvbDU9ZvOTqCFSSqV5LnqkxMhGosLrd8JTFS66OQCWZ6rXkmRojE4EKq9sNT1m85OoIVJKpXkueqTEyEaiwut3wlMVLro5AJZnqteSZGiMTgQqr2w1PWbzk6ghUkqleS56pMTIRqLC63fCUxUuujkAlmeq15JkaIxOBCqvbDU9ZvOTqCFSSqV5LnqkxMhGosLrd8JTFS66OQCWZ6rXkmRojE4EKq9sNT1m85OoIVJKpXkueqTEyEaiwut3wlMVLro5AJZnqteSZGiMTgQqr2w1PWbzk6ghUkqleS56pMTIRqLC63fCUxUuujkAlmeq15JkaIzO5QB+L6RGoPAxUEUqgL26/Vf9nueHNz80JOjASgdapMTLVd8oW6FR1u+Epi5dcPZRAj5eVQJ8fIVBhaoxM9Z0i0KnqdsNTFi+5ehiBXhwva4Ge1v/pVBoYi0Dr1BiZ6jtFoFPV7YanLF5y9SAC/eaD5U6gx8v3ByoNDEagdWqMTPWdItCp6nbDUxYvuXoIgZ4sl7e+rgR6cffaxwOVBkYj0Do1Rqb6ThHoVHW74SmLl1w9iECv/2a35/7i9o0/rrZHf/6gW2lgNAKtU2Nkqu8UgU5VtxuesnjJ1UMdRKoFWh9DWn7YVKgYOA+gT6Dd55hEPjkBcgGBTlW3G56yeMnVQwv0dLU7/+jyL/eWuz35AALt+auHsd+3kAkIdKq63fCUxUuuHlqgJ9W/3WNJHrvwdhO0H3aMI6TGyGQXXljdbnjK4iVXDy3Q5vaNR0algZEItE6Nkam+UwQ6Vd1ueMriJVePJdDnR+aZ9Ah0KjVGpvpOEehUdbvhKYuXXD2eQNkCdU2Nkam+UwQ6Vd1ueMriJVcPLNCLu9Xh9+4PkhDoVGqMTPWdItCp6nbDUxYvuXroLdBjQ6R7lQZGItA6NUam+k4R6FR1u+Epi5dcPcJ5oLceXZ590DmGhEAnU2Nkqu8UgU5VtxuesnjJ1YN/B3pSXYyp81MkBDqVGiNTfacIdKq63fCUxUuuHv4g0tkvlstrt8ztTwQ6nRojU32nCHSqut3wlMVLrq7iivQIVJypvlMEOlXdbnjK4iVXR6AC9GvJMzVGJgIVVrcbnrJ4ydURqAD9WvJMjZGJQIXV7YanLF5ydQQqQL+WPFNjZCJQYXW74SmLl1wdgQrQryXP1BiZCFRY3W54yuIlV0egAvRryTM1RiYCFVa3G56yeMnVEagA/VryTI2RiUCF1e2GpyxecnUEKkC/ljxTY2QiUGF1u+Epi5dcHYEK0K8lz9QYmQhUWN1ueMriJVdHoAL0a8kzNUYmAhVWtxuesnjJ1RGoAP1a8kyNkYlAhdXthqcsXnJ1BCpAv5Y8U2NkIlBhdbvhKYuXXB2BCtCvJc/UGJkIVFjdbnjK4iVXR6AC9GvJMzVGJgIVVrcbnrJ4ydURqAD9WvJMjZGJQIXV7YanLF5ydQQqQL+WPFNjZCJQYXW74SmLl1wdgQrQryXP1BiZCFRY3W54yuIlV0egAvRryTM1RiYCFVa3G56yeMnVEagA/VryTI2RiUCF1e2GpyxecnUEKkC/ljxTY2QiUGF1u+Epi5dcHYEK0K8lz9QYmQhUWN1ueMriJVdHoAL0a8kzNUYmAhVWtxuesnjJ1RGoAP1a8kyNkYlAhdXthqcsXnJ1BCpAv5Y8U2NkIlBhdbvhKYuXXB2BCtCvJc/UGJkIVFjdbnjK4iVXR6AC9GvJMzVGJgIVVrcbnrJ4ydURqAD9WvJMjZGJQIXV7YanLF5ydQQqQL+WPFNjZCJQYXW74SmLl1wdgQrQryXP1BiZCFRY3W54yuIlV0egAvRryTM1RiYCFVa3G56yeMnVEagA/VryTI2RiUCF1e2GpyxecnUEKkC/ljxTY2QiUGF1u+Epi5dcHYEK0K8lz9QYmQhUWN1ueMriJVdHoAL0a8kzNUYmAhVWtxuesnjJ1RGoAP1a8kyNkYlAhdXthqcsXnJ1BCpAv5Y8U2NkIlBhdbvhKYuXXB2BCtCvJc/UGJkIVFjdbnjK4iVXR6AC9GvJMzVGJgIVVrcbnrJ4ydURqAD9WvJMjZGJQIXV7YanLF5ydQQqQL+WPFNjZCJQYXW74SmLl1wdgQrQryXP1BiZCFRY3W54yuIlV0egAvRryTM1RmZcgb64/Vb1v4t7R8vlew+6haYiECjVuyBQAfq15JkaIzOuQI+XlUBf3F6uefPzTqGpCARK9S4IVIB+LXmmxsiMKdCL42Ut0OPljQeXZ3eXNx6ZhaZCECjVu8wo0Mf99Al06imdZ0CphBDoNx8sa4E+P9pse764fe1jc35OpSBQqndhC1SA/u06z9QYmfG2QE+Wy1tfVwI92f37vlloKgaBUr0LAhWgX0ueqTEyIwr0+m8uTytxHi8/3Pxb394rNBWDQKneBYEK0K8lz9QYmXEPIlXCvLhb7bo/P6q/BP1ujfxrBr5iOlwQqAD9WvJMjZGJQEEhCFSAfi15psbInFug5olM7MJHK15ydQQqQL+WPFNjZKbaAt0VmopAoFTvgkAF6NeSZ2qMTAQqrG43PGXxkqsjUAH6teSZGiNzFoFyFD5F8ZKrI1AB+rXkmRojcx6B1ud/ch7ojMVLro5ABejXkmdqjMx5BMovkRIUL7k6AhWgX0ueqTEy5xHoxd3ldX4LP3PxkqsjUAH6teSZGiNzHoFennE1ptmLl1wdgQrQryXP1BiZMwn08uzeyp/vmdufCDRi8ZKrI1AB+rXkmRojM65Ap0Gg0YqXXB2BCtCvJc/UGJkIVFjdbnjK4iVXR6AC9GvJMzVGJgIVVrcbnrJ4ydURqAD9WvJMjZGJQIXV7YanLF5ydQQqQL+WPFNjZCJQYXW74SmLl1wdgQrQryXP1BiZCFRY3W54yuIlV0egAvRryTM1RiYCFVa3G56yeMnVEagA/VryTI2RiUCF1e2GpyxecnUEKkC/ljxTY2QiUGF1u+Epi5dcHYEK0K8lz9QYmQhUWN1ueMriJVdHoAL0a8kzNUYmAhVWtxuesnjJ1RGoAP1a8kyNkYlAhdXthqcsXnJ1BCpAv5Y8U2NkIlBhdbvhKYuXXB2BCtCvJc/UGJkIVFjdbnjK4iVXR6AC9GvJMzVGJgIVVrcbnrJ4ydURqAD9WvJMjZGpSKCLDgj0UKsjUAH6teSZGiNTj0C7/kSgB1s9T4GKJmg/aClCaoxMTQLtTEcEeqjVEagA/VryTI2RiUDtqguHpyxecvU8BSqaoP2gpQipMTIRqF114fCUxUuujkAF6NeSZ2qMTARqV104PGXxkqsjUAH6teSZGiMTgdpVFw5PWbzk6ghUgH4teabGyESgdtWFw1MWL7k6AhWgX0ueqTEyEahddeHwlMVLro5ABejXkmdqjEwEalddODxl8ZKrI1AB+rXkmRojE4HaVRcOT1m85OoIVIB+LXmmxshEoHbVhcNTFi+5OgIVoF9LnqkxMhGoXXXh8JTFS66OQAXo15JnaoxMBGpXXTg8ZfGSqyNQAfq15JkaIxOB2lUXDk9ZvOTqCFSAfi15psbIRKB21YXDUxYvuToCFaBfS56pMTIRqF114fCUxUuujkAF6NeSZ2qMTARqV104PGXxkquHEuiL229V/7u4d7RcvvegW2lgJAKtU2Nkqu8UgRrVhcNTFi+5eiiBHi8rgb64vVzz5uedSgMjEWidGiNTfacI1KguHJ6yeMnVwwj04nhZC/R4eePB5dnd5Y1HZqWBsQi0To2Rqb5TBGpUFw5PWbzk6kEE+s0Hy1qgz482254vbl/72Kw0MBiB1qkxMtV3ikCN6sLhKYuXXD2EQE+Wy1tfVwI92f37vllpYDQCrVNjZKrvFIEa1YXDUxYvuXoQgV7/zeVpJc7j5Yebf+vbe5UGRiPQOjVGpvpOEahRXTg8ZfGSq4c6iFQJ8+Jutev+/Kj+EvS7NY/7kQl0IAxKA4Ea1YXDUxYvuToChaxBoEZ14fCUxUuuHk+g5olM7MJPpcbIVN8pAjWqC4enLF5y9fhboLtKAyMRaJ0aI1N9pwjUqC4cnrJ4ydURqAD9WvJMjZGJQO2qC4enLF5y9cAC5Si8R2qMTPWdIlCjunB4yuIlV7cT6Pkv/9tXuxtP3/mbrzrPODXO/+Q8UPfUGJnqO0WgRnXh8JTFS65uJ9C//ug7f+i/UXPKL5G8U2Nkqu8UgRrVhcNTFi+5ukCgT6+OCPTi7vI6v4WXpcbIVN8pAjWqC4enLF5y9UmB/vVHiw6vDO/CX55xNSZpaoxM9Z0iUKO6cHjK4iVXn94CfdIV6M1uTnPQ6Ozeyp/vmdufCHQ6NUam+k4RqFFdODxl8ZKrTwv0/F/effedq1d+8G7Nj38nagSBTqXGyFTfKQI1qguHpyxecnXBd6BCEOhUaoxM9Z0iUKO6cHjK4iVXF5zGJASBTqXGyFTfKQI1qguHpyxecnX+qJwA/VryTI2RiUDtqguHpyxecnUXgf5nzZ8ljSDQqdQYmeo7RaBGdeHwlMVLrm4r0Gcf7R2FF30hikCnUmNkqu8UgRrVhcNTFi+5uqVA22eDItAIoXTay3wCtb5EKderhR2WAn24WLz8409r/pfkiBICnUqNkam+U7ZAjerC4SmLl1zd8ij8ncWrXl1cItDp1BiZ6jtFoEZ14fCUxUuubnse6JVfe3VxiUCnU2Nkqu8UgRrVhcNTFi+5OifSC9CvJc/UGJkI1K66cHjK4iVXt92FZwt0P1O9ljxTY2QiULvqwuEpi5dc3fog0hteXVwi0OnUGJnqO0WgRnXh8JTFS65uKdDVJujPvNpAoNOpMTLVd4pAjerC4SmLl1zd9rfw7ywWzQWZRD+MR6BTqTEy1XeKQI3qwuEpi5dc3fYg0oIT6fcy1WvJMzVGJgK1qy4cnrJ4ydURqAD9WvJMjZGJQO2qC4enLF5yda7GJEC/ljxTY2QiULvqwuEpi5dcHYEK0K8lz9QYmQjUrrpweMriJVdHoAL0a8kzNUZmWQLtgEDLrG4p0G//cx+uBxohlE57QaBGdeHwlMVLrs5BJAH6teSZGiOzLIH2TFgEWmJ1BCpAv5Y8U2NkIlC76sLhKYuXXN3yRPr/XV8K9J/eXlz5H1wPNEIonfaCQI3qwuEpi5dc3f0g0tOrr4j+QicCnUqNkam+UwRqVBcOT1m85OqCo/DCC4sg0KnUGJnqO0WgRnXh8JTFS64uEKhwExSBTqXGyFTfKQI1qguHpyxecnWBQIVXV0agU6kxMtV3ikCN6sLhKYuXXF20BYpAI4TSaS8I1KguHJ6yeMnV3QV6fn/BLnyEUDrtBYEa1YXDUxYvubrt9UDrS4G++87VBQeR1GvJMzVGJgK1qy4cnrJ4ydUlJ9JzGpN6LXmmxshEoHbVhcNTFi+5urtAX/qJyJ8IdDI1Rqb6ThGoUV04PGXxkqtzNSYB+rXkmRojE4HaVRcOT1m85OoIVIB+LXmmxshEoHbVhcNTFi+5OgIVoF9LnqkxMhGoXXXh8JTFS65uL9Bvf/vaYnHltZ+ILgZ6iUCnU2Nkqu8UgRrVhcNTFi+5urVAH+6OIolOYkKg06kxMtV3ikCN6sLhKYuXXN1WoGt/vvSDd9/5ntigCHQqNUam+k4RqFFdODxl8ZKrWwr06dXFK7/f/O/ZncWVX0saQaBTqTEy1XeKQI3qwuEpi5dc3VKgez/fPL+zeFXSCAKdSo2Rqb5TBGpUFw5PWbzk6pY/5byzt9XJ5ez0a8kzNUYmArWrLhyesnjJ1W1/ibR3ASYuZ6dfS56pMTIRqF114fCUxUuujkAF6NeSZ2qMTARqV104PGXxkqvb7sIvbu5uPBFezu5xPzKBDoRBaSBQo7pweMriJVfnIJIA/dt1nqkxMtkCtasuHJ6yeMnV7U9jevl3m/99+TanMenXkmdqjEwEalddODxl8ZKru5xIv3jttdfkP0VCoFOpMTLVd4pAjerC4SmLl1zd+qecX1ytfsl55WeyRhDoVGqMTPWdIlCjunB4yuIlV7e/mMj5n95ZbYH+4Feyyykj0OnUGJnqO0WgRnXh8JTFS67O5ewE6NeSZ2qMTARqV104PGXxkqsjUAH6teSZGiMTgdpVFw5PWbzk6nYC/ba6COjT74v34BHoZGqMTPWdIlCjunB4yuIlV7cR6LO36wPvD+XHkGYX6KKDsPEu+rXkmRojE4HaVRcOT1m85OoWAl0ff69Onf9XPRdU7voTgQZLjZGJQO2qC4enLF5y9WmBPlmppzqJ/vLy/JPVrZud59gwu0Ddx9iiX0ueqTEyEahddeHwlMVLrj4p0PWfhN/f5lztxYuuJYJAJ1NjZKrvFIEa1YXDUxYvufqkQFfCbF075PyOcCcegU6lxshU3ykCNaoLh6csXnL1KYGufdneZX+yEF6NaeB+BFqnxshU3ykCNaoLh6csXnL1KYGu9uCNa4c8vSrbh0egU6kxMtV3ikCN6sLhKYuXXN1CoIYuu/fYgUCnUmNkqu8UgRrVhcNTFi+5OgIVoF9LnqkxMhGoXXXh8JTFS65u8R1odxee70CDRe2nxshU3ykCNaoLh6csXnL1yaPw982D7g8XKq5Ij0A3meo7RaBGdeHwlMVLrj4pUPOgO6cxlaAlz9QYmQjUrrpweMriJVd3PpH+PifSF6Alz9QYmQjUrrpweMriJVe3+ynn6/U26LOPtPxJDwS6yVTfaWiBvri93PDm52ahqZEIlOpdLC4msvlzSC//CCTuvQAAGVpJREFU86effvrbt9f/FX0DikCnU2Nkqu80tECfHyHQuYuXXN3mcnb/cXXvkkZXfipsBIFOpcbIVN9paIGeLt8aKDQ1EoFSvYvVBZU3O+5bfb7+Z2kjCHQqNUam+k5DC/R4+f5AoamRCJTqXWz/pMeX//OX7/74U7E9LxHodGqMTPWdBhboxd1rHw8UmhqKQKnepdi/iYRAN5nqOw0s0Be3b/zxg+Xy5w+6haaGIlCqd0GgAvRryTM1RuY8Aq2PIS0/bApUPB6g528bCCbsUDroBoEK0K8lz9QYmfMI9HS5vPXo8i/3lrs9+SmB9vgTgUINAhWgX0ueqTEy5xHoSXUQvnssKez87Jl87MKXWB2BCtCvJc/UGJnz/hLpdHnjkVFo4JkINHOFpa2OQAXo15JnaozMeQX6/Mg8kx6BRitecnUEKkC/ljxTY2TOLVC2QGcrXnJ1BCpAv5Y8U2NkziLQi7vV4ffuD5IQaLTiJVdHoAL0a8kzNUbmPFugx1tx7kS6V2hgBALNXGFpqyNQAfq15JkaI3O280BvPbo8+6BzDAmBxitecnUEKkC/ljxTY2TO9B3oSXUxps5PkRBotOIlV0egAvRryTM1RuZcB5HOfrFcXrtlbn8i0IjFS66OQAXo15JnaozMeY/C9xQauB+BZq6wtNURqAD9WvJMjZGJQEdBoHlWR6AC9GvJMzVGJgIdBYHmWR2BCtCvJc/UGJkIdBQEmmd1BCpAv5Y8U2NkItBREGie1RGoAP1a8kyNkYlAR0GgeVZHoAL0a8kzNUYmAh0FgeZZPbhAnf/uNgKtU2Nkqu8UgW5BoHlWDy5Q57+7jUDr1BiZ6jtFoFsQaJ7VgwvU+e9uI9A6NUam+k4R6BYEmmf14AJ1/rvbCLROjZGpvlMEugWB5lk9tEDd/+42Aq1TY2Sq7xSBbkGgeVYPLVD3v7uNQOvUGJnqO0WgWxBontVDC9T9727LJujknxuVjIH8QKBbEGie1UMLVPJ3txEoDIJAtyDQPKuHFuhcf3d7shF24TeZ6jstRaBduoUmkS9dwQpLWz3WL5Fi/93tyQYQ6CZTfacHI1ALfyLQ/KrHEmjsv7s92QAC3WSq77QUgXZDpuoEncEFKyxt9XgCZQvUNTVGpvpOEWiQGVywwtJWDyzQ2f7u9mQnCHSTqb5TBBpkBhessLTVQ2+BzvV3tycbQaCbTPWdItAgM7hghaWtHuE80Fn+7vZkIwh0k6m+UwQaZAYXrLC01YN/BzrT392e7AOBbjLVd4pAg8zgghWWtnr4g0jz/N3tyTYQ6CZTfacINMgMLlhhaatzRXoB+rXkmRojE4EGmPWDFKywtNURqAD9WvJMjZGJQAPM+kEKVlja6ghUgH4teabGyESgAWb9IAUrLG11BCpAv5Y8U2NkItAAs36QghWWtjoCFaBfS56pMTIRaIBZP0jBCktbHYEK0K8lz9QYmQg0wKwfpGCFpa2OQAXo15JnaoxMBBpg1g9SsMLSVkegAvRryTM1RiYCDTDrBylYYWmrI1AB+rXkmRojE4EGmPWDFKywtNURqAD9WvJMjZGJQAPM+kEKVlja6ghUgH4teabGyESgAWb9IAUrLG11BCpAv5Y8U2NkItAAs36QghWWtjoCFaBfS56pMTIRaIBZP0jBCktbHYEK0K8lz9QYmQg0wKwfpGCFpa2OQAXo15JnaoxMBBpg1g9SsMLSVkegAvRryTM1RiYCDTDrBylYYWmrI1AB+rXkmRojE4EGmPWDFKywtNURqAD9WvJMjZGJQAPM+kEKVlja6ghUgH4teabGyESgAWZ9X/sCzJCsFZa2OgIVoF9LnqkxMhFogFnf0z0CRaAIVJypvlME6jWDg7SWt8LSVkegAvRryTM1RiYCDTDrp7tHoGGrI1AB+rXkmRojE4EGmPXT3SPQsNURqAD9WvJMjZGJQAPM+unuEWjY6ghUgH4teabGyESgAWb9dPcINGx1BCpAv5Y8U2NkItAAs366ewQatjoCFaBfS56pMTIRaIBZP909Ag1bHYEK0K8lz9QYmQg0wKyf7h6Bhq2OQAXo15JnaoxMBBpg1k93j0DDVkegAvRryTM1RiYCDTDrp7tHoGGrI1AB+rXkmRojE4EGmPXT3SPQsNURqAD9WvJMjZGJQAPM+unuEWjY6ghUgH4teabGyEwu0Mf9RBPoVJ2eOwZaHCFIazCMVoFaIBhjuSj6teSZGiMzuUAH7mcLNPNtwLTVESgCdU+NkYlAp0PclwqBIlDpBBXcYbko+rXkmRojE4EGm5+OqZOt5a2wtNUR6NjEGUC/ljxTY2Qi0GDz0zF1srW8FZa2OgIdmzgD6NeSZ2qMTAQabH46pk62lrfC0lZHoGMTZwD9WvJMjZGJQIPNT8fUydbyVlja6gh0bOIMoF9LnqkxMhFosPnpmDrZWt4KS1sdgY5NnAH0a8kzNUYmAg02Px1TJ1vLW2FpqyPQsYkzgH4teabGyESgweanY+pka3krLG11BDo2cQbQryXP1BiZCDTY/HRMnWwtb4WlrY5AxybOAPq15JkaIxOBBpufjqmTreWtsLTVZxTowI9JcxLorL+iBRvKFej0T+emh/R0657abc1MnVbYeGsINABsgU6lxshU3ykCHRvSbTaNQCdaQ6ABQKBTqTEy1XdarkBjTNg43y7YCHQ0A4EGQMMEtVwU/VryTI2RiUADTFgE2jc+ZnUEOjZxBtCvJc/UGJkINMCERaB942NWR6BjE2cA/VryTI2RiUADTFgE2jc+ZnUEOjZxBtCvJc/UGJkINMCERaB942NWR6BjE2cA/VryTI2RiUADTFgE2jc+ZnUEOjZxBtCvJc/UGJkINMCERaB942NWR6BjE2cA/VryTI2RiUADTFgE2jc+ZnUEOjZxBhhdp6Kfi2xSLau7gECt0TA/JycsAu0bH7M6Ah2bOAOMrVPZz0U2qZbVXUCg1miYn5MTFoH2jY9ZHYGOTZwBxgU6mTrwFATaBwIdu2OyWQSKQBGoHARqjYb52TtvRptFoAgUgcpBoNZomJ+982a0WQSKQBGoHARqjYb52TtvRptFoAgUgcpBoNZomJ+982a0WQSKQBGoHARqjYb52TtvRptFoAgUgcpBoNZomJ+982a0WQSKQBGoHARqjYb52TtvRptFoAgUgcpBoNZomJ+982a0WQSKQBGoHARqjYb52TtvRptFoAgUgcpBoNZomJ+982a0WQSKQBGoHARqjYb52TtvRptFoAgUgcpBoNZomJ+982a0WQSKQBGoHARqjYb52TtvRptFoAgUgcpBoNZomJ+982a0WQSKQBGoHARqjYb52TtvRpuVtTbNdF33kCHcJnG3jGC62veKQPfvsFwUBBohE4EK7phs9uAE2lPGfbo69IpA9++wXBQEGiETgQrumGw2VmvOdSO93aZfLplArXtFoDZryQCBRshEoII7JptFoAgUgcpBoNZomJ+982a0WQSKQBMK1OqbHBOL1N6nHJJAe76oQqCCOyabRaAINJ1ARf5EoNP0rDUEikAHQKDbSgP35zRB47Q2ucQHKNDOGkCgCHQABLqtNHB/ThM0TmuTS4xAESgCHQSBbisN3J/TBI3T2uQSI1AEikAHQaDbSgP35zRB47Q2ucQIFIEi0EEQ6LbSwP05TdA4rU0uMQJFoAh0EAS6rTRwf04TNE5rk0uMQBEoAh0EgW4rDdyf0wSN09rkEiNQBIpAB0Gg20oD9+c0QeO0NrnECBSBItBBEOi20sD9OU3QOK1NLjECRaAIdBAEuq00cH9OEzROa5NLjEARKAIdBIFuKw3cn9MEjdPa5BIjUASKQAdBoNtKA/fnNEHjtDa5xAgUgSLQQRDottLA/TlN0DitTS4xAkWgCHSQAxPoxb2j5fK9B91KA8/PaYLGaW1yiRHojALVPD87d0w2i0C1CfTF7eWaNz/vVBoYkNMEjdPa5BIj0PkEqnp+du6YbBaBahPo8fLGg8uzu8sbj8xKAwNymqBxWptcYgQ6n0BVz8/OHZPNIlBlAn1+tPlsf3H72sdmpYEROU3QOK1NLjECnU2guudn547JZhGoMoGeLN+q/n3frDQwIqcJGqe1ySVGoLMJVPf87Nwx2SwCVSbQ4+WHm39Pq4m6V2lgRE4TNE5rk0uMQGcTqO752bljslkEqkugF3erXaPnR/WXTN+tedyP7A8PQWEMzI7HYQXK/AQZtvMTgUISECjkzPwCNU8UmXwjZLq72ZdJp+EzZ9mFTzk//YZ7Vk9avOTq8bdAd5Wmxup/s3umxshU32n0LdBdoamxWb+Psy5ecnUEKsmk0/CZCDRm9YIVlrZ6+qPwO/S/2T1TY2Sq7zT5UfgdWb+Psy5ecvXw54G+3/p3r9LUUP1vds/UGJnqOw1+Hmiy+YlAS6ye/pdIO/S/2T1TY2Sq7zT5L5F2ZP0+zrp4ydVDC/Ti7vK622+Nd+h/s3umxshU32lggSacnwi0xOrBLyZy5nq1mx363+yeqTEy1Xca+mIi6eYnAi2xevjrgZ7dW83P98zPdwQ6nRojU32nwa8Hmmx+ItASq6e/Iv0O/W92z9QYmeo7TX5F+h1Zv4+zLl5ydQQqyaTT8JkINGb1ghWWtjoClWTSafhMBBqzesEKS1sdgUoy6TR8JgKNWb1ghaWtjkAlmXQaPhOBxqxesMLSVkegkkw6DZ+JQGNWL1hhaavPKFAACdFmJPMTAtCeRggUMiPajGR+QgDa0yieQCeZ7a3iDZ2GJ/9O03aYtPoBL7prdQRqAZ2GJ/9OVb2PCyquqzoCtYBOw5N/p6rexwUV11UdgVpAp+HJv1NV7+OCiuuqjkAtoNPw5N+pqvdxQcV1VUegFtBpePLvVNX7uKDiuqojUAvoNDz5d6rqfVxQcV3VEwoUAEA3CBQAQAgCBQAQgkABAIQgUAAAIQgUAEAIAgUAEIJAAQCEpBLoxb2j5fK9B4mqT/DNL5bLa3VzrU5zbPv50Y3tXz3PutOLz1b9/O0/Vjey67SniRmb7Enfn4Mvbi83vPn5PMXb9eZd9Iu7y5p1+biLvubF7beGG5pe9kQCrdZLvNXiw2fb1+zax+sbrU5zbHs147YCzbrTs+qNcGt9I79Oe5qYscme9NYcfH4U0SI9xVv1Zl50Q6BRF33D8bIlUNeXPZFAj5c3Hlye1W/9vDhdXlttKK2a26y3Vqc5tn2yrNrJudPV2+L6g8uLf98aIb9Oe5qYscluensOnrbf47GLt+vNvegVz482UyXqoq+4OF62K7i+7GkE+vyo+nDbfsJmxeq9/uH639Wnz4dGpzm2vf6I3ry+WXd6Wn2Kn6xna36d9jQxY5Pd9PYcXL2P349Qdqh4u97ci16xWgPvm61E4JsPlm2BOr/saQR6UjV9Enf1iHhxu9pi37x2rU4zbHs10f5h+x1ozp3WQtiSX6c9TczYZDe9PQcv7kb8cOlZtFa9uRd998BmUkdd9M3e262vWwJ1ftnTCPS4ej/F3kD3YjN5W51m2Pbx8q3qIFLOne6EsCG/TnuamLHJkfTNHHxx+8YfV1tKP49yHKeneKtemkWvNr3jLvrKjNd/Y5R2ftmTCHT3ubI7gJwhmw33VqcZtn26+qDedpN1p+s2vv775XI1X3PstKeJGZscSa/3JKujKh/2jI5QfL9eokWvt/1iLnpFy47uLzsCHWLzGub3Zm+xeYPpEOi97Rvh/Rw7zVagW4+crnY0H13+5d4ywu5sX/H9emkWffetY8xFr1Au0GzOszE53bxmrU7za3uzh9cRaH6dni43b4SLz4z3ZCad9jQxY5PD6ds5uNsci3FApa/4fr00i35aH/eOuei7Wv0CtXzZUws0iw2kHk6Prq33GvLbWtpn+027gi3Q02X1BlifdJdfp5lugVZzsLkd4VSisUVb10uy6O1jjnUrwavX0aq3QLN4f3c5qfYZ8nuz71GdKqdAoFWnPc1l0WmeAj0x91tjbASOLZqxFTbfoncXNOL+iUaB5nHodYTPdnM3vyPGDSe732ysz7LMudPd/N/8J79OczwK/1nne78oDhtZtE29FIverRXx41XjUfjdiVWZnKZocHG8vN58H7TXaWZttwWac6e7z/LNrlh+nfY0MWOTfel7c3C3QxvFYd3i7XrzL/reN55xF/2yJ9r5ZeeXSF2O975wye9XMx2qT+esOz3ePxiQX6e5/RKpPQerldf9ZjBS8Va9BL9E2jt7Puqib2kLVMkvkbY/jU79A+gBTva7anWaZ9uVQLPu9PnR+po226PwGXba08SMTfakt+bgauXdenR59kGU6j3FW/VmX/TWzy6iLvqWtkCdX/ZEFxM5y+ESPP3UF9CqfiTb6jTLtuvvh7Lu9HR7RvT2sHJ+ne43UR3xmrHJTnVjDlbf1bwZ5fc4PYveqjfzol+2v/CMuugbaoEKX/ZU1wM9W59Y/V4em0dtTptvFjdrttVpjm3v5lvWnZ6tr6xY/yQvv073mqjfxzM2aVbvzMH1xUFvRaret+j79eZd9EvjnKWoi76t1hKo68vOFekBAIQgUAAAIQgUAEAIAgUAEIJAAQCEIFAAACEIFABACAIFABCCQAEAhCBQAAAhCBQAQAgCBQAQgkABAIQg0AnuL2pe+8lXqZsBGKaZqmu+84fNXa8waaOCQCfYn5VXft3/nC/+hlkKyUkk0MOe/Qh0gvudSdnzFD7mIT1pBHrgsx+BTrCbH+f/5+3F4o3RpwAkJM08PPDZj0An2Jsff/3R4tWJpwAkA4EmAIFOsDc/zu8gUMgXBJoABDpBewv05vZ/zz66ulhc+eHv1/9/uP3K6f+5Uz1xt526+s8b5pM7t9dPOv/t9xaLl37yVd/t7vjNzcX3f9V/Ew6XHpXt7vrT363m0OtfPay/xh+bhPfrJ51Xc7p3Bm+nXDX7uxN9Nfbmn95eRQ4ceC0FBDpB8x3ol2/X/31Yf1H/enPjjYfVQfqnV6v592R7R+vJnduruftf3t7efvkPPbc747+ob24fNm7CATMs0JXNtgeWPqrm5ugkfLKoNhRWU/mNzpOb269ftgRa333lp5fbku8OH3ctBwQ6wf6hzR/u/Ln+mP32k2pKbWfparbdrB6t/7O+23yycXs1d1cz7qvLZ3e2s9C8bT5/VeWV1c3zf11stnONm3DItI7Cbz/NK4GuHnn9q8vzT2qhjU/C3T7UdpugZwav5tw67I29Euu7X/7d5eVqM2Mz/dfOXo1+VvquEQKdYH9WvrzZO1lJq5JVtdG5nUL1N6T3qw/k1e03uk82b6/n7ka31e6Sedt8/m4fbLufZdyEQ2ZQoNWW5EZy62kyNQmb7dbVvz1Prh/dP1Oqvru+fy3Qm7MufhoQ6ATdWbmTVu3Magpt7//rj678094Wqflk8/Zu3lUKNG93x7fO5n84eHI/HByDAt1NotXs6ptU5qSrvnzqn8G7Hfwn+5sPezNxq+var6WDQCdovlj68qPF+v/7x+Lv739gbyfUk8Ur/+fqbpaaT+4Mbk6Nqv3but15/pP11/S/23Vn3IRDZug70L1JdL93UvVMwpuXQzPwoSHG3bcE9d3btPoAVOkg0AnapzGtFLne32lYz5pmJ+aN9ax7Y30Asvlsbz25M7g+VL83d/dvd4t9svnfSz/58/ZZxk04YIYE2sypgUllTsLVsFdrEXaebFbZfYFV373979A5f6WBQCfYny8P199uDgq03sS8uZl/20/x8ALdnJCy5uXt1/PGTThcwgn0yfqfJ7vvR+0E2t5QRaCwYX++PKkE+mr/U9Yz7unVzdR75asnxh75ls7gaYH2TMMvf/m99Wy+2X8TDpQRgdaTqH9SdQT61x+t3Hm/Pqr5ajeyc5stUOinswXa/XKnfsp6o/PJdrfnyq83e0GdJ3cGTwh08Juk9YlLe48YN+EQcfgOdHwSrp/3RnVn58n7p9nvHULt+Q4UgYL5S6T1Ts393fHG9lkfmzlzvzoC+f9Wv1oyn2zenhCo+XzjvWC+NeCQGTyR3jwKPzUJN4dCv9gdyG8/ef80+5tN1Ye7XaDNfhoChS17R+HfXtTnJ1V3VXNp95SHi5e+t/v10XYmmk82b08J1Hz+7myR7Ww2bsIhMyjQnvNARyfh+p7v/NdKgD1Prr/ynzgPFIGCeZHF+rdG60M2u93mtcXO14fBV3Nte8/6P7sTQ8wnt25PCbTn+Vd+tvr32Z16Nu/fhEOmPVU386jZPDR/iTQ2Causm/V97Rn8pP1LpHr27/0Sqdr1R6BgXJH+p9v7dj8Org8eLRb1N57bWbM+dNkc+Gw92bg9KVBz/NrNzRvEvAkHzLBAz6uHXv7vvZOqR6BP9n7FPjSDX6+fuZ31nd/CI1Bo/02k3cmWzz5aH/feXQLpi/UGZ+uLoPt7vxAynty+PS1Qc/z5b19b3Xzp9T/33oTDZVigfVdjGpmErbvMJ1+2rsZ0uTf7t1djqmYiAgWAwjjwi3dGAIECFI555hGEA4ECFM5D4wKfEA4EClA4K29e+dlq+/OLq5wsHBoEClA6T+pzNV7+/fSTwQUEClA8336yPY7OEaTQIFAAACEIFABACAIFABCCQAEAhCBQAAAhCBQAQAgCBQAQgkABAIQgUAAAIQgUAEAIAgUAEIJAAQCEIFAAACEIFABAyP8FM1P1YKYwxDoAAAAASUVORK5CYII=" alt="Interactions among High School Students" width="80%" />
<p class="caption">
Interactions among High School Students
</p>
</div>
</div>
<div id="figure-2-contagion-in-the-interaction-network-1" class="section level2">
<h2>Figure 2: Contagion in the Interaction Network</h2>
<pre class="r"><code>par(mfrow=c(2,2), mar = c(.5, .5, 1.5, .5)) 
mynet&lt;-(as.matrix(igraph::as_adj(ggraph)))
patient0d&lt;-names(sort(degree.cent, decreasing=TRUE))[2]
plot_round2(mynet=mynet,patient0=patient0d,myname=&quot;Patient 0: Degree&quot;)
patient0c&lt;-names(sort(degree.close, decreasing=TRUE))[2]
plot_round2(mynet=mynet,patient0=patient0c,myname=&quot;Patient 0: Closeness&quot;)
patient0b&lt;-names(sort(degree.btw, decreasing=TRUE))[2]
plot_round2(mynet=mynet,patient0=patient0b,myname=&quot;Patient 0: Betweenness&quot;)
patient0e&lt;-names(sort(degree.eig$vector, decreasing=TRUE))[2]
plot_round2(mynet=mynet,patient0=patient0e,myname=&quot;Patient 0: Eigenvector&quot;)</code></pre>
<div class="figure" style="text-align: center">
<img src="data:image/png;base64,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" alt="Contagion in the Interaction Network" width="100%" />
<p class="caption">
Contagion in the Interaction Network
</p>
</div>
</div>
<div id="figure-3-vaccination-scenarios-1" class="section level2">
<h2>Figure 3: Vaccination Scenarios</h2>
<pre class="r"><code>par(mfrow=c(2,3), mar = c(.5, .5, 1.5, .5)) 
mynet&lt;-(as.matrix(igraph::as_adj(ggraph)))
patient0&lt;-names(sort(degree.cent, decreasing=TRUE))[1]
#Vaccination Strategies:
n=10
vaccine_low&lt;-as.data.frame(degree.cent) %&gt;% filter(row.names(.)!=patient0) %&gt;% slice_min( degree.cent,n=n, with_ties=FALSE) %&gt;% row.names()
vaccine_centr&lt;- as.data.frame(degree.cent) %&gt;% filter(row.names(.)!=patient0) %&gt;% slice_max( degree.cent,n=n, with_ties=FALSE) %&gt;% row.names()
vaccine_close&lt;-as.data.frame(degree.close) %&gt;% filter(row.names(.)!=patient0) %&gt;% slice_max( degree.close,n=n, with_ties=FALSE) %&gt;% row.names()
vaccine_btw&lt;-as.data.frame(degree.btw) %&gt;% filter(row.names(.)!=patient0) %&gt;% slice_max( degree.btw,n=n, with_ties=FALSE) %&gt;% row.names()

degree.eig0 &lt;- as.data.frame(degree.eig$vector) 
names(degree.eig0)&lt;-&quot;eig&quot;
degree.eig0 &lt;-degree.eig0 %&gt;% filter(row.names(.)!=patient0)
vaccine_eig&lt;- degree.eig0 %&gt;% arrange(eig) %&gt;% slice_max(eig, n=n+1, with_ties=FALSE) %&gt;% row.names()

vulnerable&lt;-vaccine_low


plot_round2(mynet=mynet,patient0=patient0,vaccinated=vaccine_low,vulnerable=vaccine_low,myname=&quot;Low Degree&quot;)
plot_round2(mynet=mynet,patient0=patient0,vaccinated=vaccine_centr,vulnerable=vaccine_low,myname=&quot;High Degree&quot;)
plot_round2(mynet=mynet,patient0=patient0,vaccinated=vaccine_close,vulnerable=vaccine_low,myname=&quot;High Closeness&quot;)
plot_round2(mynet=mynet,patient0=patient0,vaccinated=vaccine_btw,vulnerable=vaccine_low,myname=&quot;High Betweenness&quot;)
plot_round2(mynet=mynet,patient0=patient0,vaccinated=vaccine_eig,vulnerable=vaccine_low,myname=&quot;High Eigenvector&quot;)</code></pre>
<div class="figure" style="text-align: center">
<img src="data:image/png;base64,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" alt="Vaccination Scenarios" width="100%" />
<p class="caption">
Vaccination Scenarios
</p>
</div>
</div>
<div id="table-1-ergm-fit-of-the-interaction-network" class="section level2">
<h2>Table 1: ERGM Fit of the Interaction Network</h2>
<pre class="r"><code>mynet&lt;-(as.matrix(igraph::as_adj(ggraph)))
friends&lt;-as.network(mynet, directed = FALSE)
m1&lt;-ergm(friends~edges+ kstar(2)+gwesp(0.5, fixed = TRUE))
saveRDS(m1,&quot;./data/ergm1.rds&quot;)


m1&lt;-readRDS(&quot;./data/ergm1.rds&quot;) 

mytable&lt;-cbind(coef(m1),sqrt(diag(vcov(m1))))
row.names(mytable)&lt;-c(&quot;Edges&quot;,&quot;k-Star(2)&quot;,&quot;Gwesp (decay=0.5)&quot;)
names(mytable)&lt;-c(&quot;Coefficient&quot;,&quot;Standard Error&quot;)

kable(mytable, caption = &quot;ERGM Fit of the Interaction Network&quot;,digits=2) #%&gt;% kable_styling(latex_options = &quot;hold_position&quot;)</code></pre>
<table>
<caption>
ERGM Fit of the Interaction Network
</caption>
<tbody>
<tr>
<td style="text-align:left;">
Edges
</td>
<td style="text-align:right;">
-3.72
</td>
<td style="text-align:right;">
0.36
</td>
</tr>
<tr>
<td style="text-align:left;">
k-Star(2)
</td>
<td style="text-align:right;">
-0.14
</td>
<td style="text-align:right;">
0.03
</td>
</tr>
<tr>
<td style="text-align:left;">
Gwesp (decay=0.5)
</td>
<td style="text-align:right;">
1.98
</td>
<td style="text-align:right;">
0.16
</td>
</tr>
</tbody>
</table>
</div>
<div id="table-2-round-2-summary-for-10000-simulations-of-the-interaction-network-among-73-individuals-1" class="section level2">
<h2>Table 2: Round 2 Summary for 10,000 Simulations of the Interaction
Network among 73 Individuals</h2>
<pre class="r"><code>source(&quot;./scripts/sum_net.R&quot;)

friends&lt;-network(mynet, matrix.type=&quot;adjacency&quot;, 
                directed=FALSE, loops=FALSE)
m1&lt;-readRDS(&quot;./data/ergm1.rds&quot;)
set.seed(1314)
g.sim &lt;- simulate(m1, nsim=10000, 
                  basis=friends, control=control.simulate.ergm(
                   MCMC.burnin=1000,
                   MCMC.interval=100))

myres&lt;-lapply(1:length(g.sim), function(i){
  sum_net(mynet=g.sim[[i]]) })
arr &lt;- array( unlist(myres) , c(6,4,length(g.sim)) )
saveRDS(arr,&quot;./data/sim_res1.rds&quot;)

mytable&lt;-as.data.frame(as.matrix(NA,6,4))
for (i in 1:6){
  for (j in 1:4){
   m&lt;-format(round(mean(arr[i,j,]),2),nsmall=2)
   se&lt;-format(round(sd(arr[i,j,]),2),nsmall=2)
   mytable[i,j]&lt;-paste0(m, &quot; (&quot;,se,&quot;)&quot;)
  }
}

mytable[,2]&lt;-c(0,10,10,10,10,10)
mytable[2,4]&lt;-0


row.names(mytable)&lt;-row.names(myres[[1]])
names(mytable)&lt;-names(myres[[1]])

saveRDS(mytable,&quot;./data/mytable1.rds&quot;)

mytable&lt;-readRDS(&quot;./data/mytable1.rds&quot;)
mytable&lt;-mytable[c(2,1,3,4)]
mytable %&gt;% kable(caption = &quot;Round 2 Summary for 10,000 Simulations of the Interaction Network among 73 Individuals&quot;,align=&#39;cccc&#39;) %&gt;%
  kable_paper(&quot;hover&quot;, full_width = F) %&gt;%
   kableExtra::footnote(general=&quot;Cell values are means over 10,000 simulations. Numbers in parentheses are standard deviations. \\\\textit{Not Infected} does not include \\\\textit{Vaccinated}.&quot;, escape=FALSE,threeparttable=TRUE)</code></pre>
<table class=" lightable-paper lightable-hover" style="font-family: &quot;Arial Narrow&quot;, arial, helvetica, sans-serif; width: auto !important; margin-left: auto; margin-right: auto;border-bottom: 0;">
<caption>
Round 2 Summary for 10,000 Simulations of the Interaction Network among
73 Individuals
</caption>
<thead>
<tr>
<th style="text-align:left;">
</th>
<th style="text-align:center;">
Vaccinated
</th>
<th style="text-align:center;">
Infected
</th>
<th style="text-align:center;">
Not Infected
</th>
<th style="text-align:center;">
Vulnerable Infected
</th>
</tr>
</thead>
<tbody>
<tr>
<td style="text-align:left;">
No Vaccine
</td>
<td style="text-align:center;">
0
</td>
<td style="text-align:center;">
39.35 (5.40)
</td>
<td style="text-align:center;">
28.65 (5.40)
</td>
<td style="text-align:center;">
3.24 (1.51)
</td>
</tr>
<tr>
<td style="text-align:left;">
Low Degree
</td>
<td style="text-align:center;">
10
</td>
<td style="text-align:center;">
36.04 (5.07)
</td>
<td style="text-align:center;">
21.96 (5.07)
</td>
<td style="text-align:center;">
0
</td>
</tr>
<tr>
<td style="text-align:left;">
High Degree
</td>
<td style="text-align:center;">
10
</td>
<td style="text-align:center;">
24.13 (4.74)
</td>
<td style="text-align:center;">
33.87 (4.74)
</td>
<td style="text-align:center;">
2.38 (1.38)
</td>
</tr>
<tr>
<td style="text-align:left;">
High Closeness
</td>
<td style="text-align:center;">
10
</td>
<td style="text-align:center;">
22.41 (4.61)
</td>
<td style="text-align:center;">
35.59 (4.61)
</td>
<td style="text-align:center;">
2.38 (1.36)
</td>
</tr>
<tr>
<td style="text-align:left;">
High Betweenness
</td>
<td style="text-align:center;">
10
</td>
<td style="text-align:center;">
24.69 (4.66)
</td>
<td style="text-align:center;">
33.31 (4.66)
</td>
<td style="text-align:center;">
2.21 (1.30)
</td>
</tr>
<tr>
<td style="text-align:left;">
High Eigenvector
</td>
<td style="text-align:center;">
10
</td>
<td style="text-align:center;">
22.10 (6.02)
</td>
<td style="text-align:center;">
35.90 (6.02)
</td>
<td style="text-align:center;">
2.39 (1.44)
</td>
</tr>
</tbody>
<tfoot>
<tr>
<td style="padding: 0; " colspan="100%">
<span style="font-style: italic;">Note: </span>
</td>
</tr>
<tr>
<td style="padding: 0; " colspan="100%">
<sup></sup> Cell values are means over 10,000 simulations. Numbers in
parentheses are standard deviations. \textit{Not Infected} does not
include \textit{Vaccinated}.
</td>
</tr>
</tfoot>
</table>
</div>
<div id="figure-4-average-infection-rates-over-10000-simulations" class="section level2">
<h2>Figure 4: Average Infection Rates over 10,000 Simulations</h2>
<pre class="r"><code>arr&lt;-readRDS(&quot;./data/sim_res1.rds&quot;)

scenarios&lt;-row.names(mytable)
groups&lt;-names(mytable[c(2,1,3,4)])

mydata&lt;-NULL
for (i in 1:6){
  scenario&lt;-scenarios[i]
  for (j in c(1,3)){
   group&lt;-groups[j]
   num&lt;-arr[i,j,]
   d&lt;-cbind(&quot;Scenario&quot;=scenario,&quot;Group&quot;=group,num)
   mydata&lt;-rbind(mydata,d)
  }
}


mydata %&gt;% data.frame()  %&gt;% mutate(num=parse_number(num),num=ifelse((Group==&quot;Not Infected&quot; &amp; Scenario!=&quot;No Vaccine&quot;),num+10, num), Group=ifelse(Group==&quot;Not Infected&quot;,&quot;Not Infected or Vaccinated&quot;,Group)) %&gt;% 
  group_by(Group, Scenario) %&gt;%
  summarise(xmean=mean(num), xsd=sd(num), .groups=&quot;keep&quot;) %&gt;%
  ggplot( ) +
    geom_point(aes(x=Scenario,y=xmean, color=Scenario),size=1)+
  geom_errorbar(aes(x=Scenario, ymin=xmean-2*xsd, ymax=xmean+2*xsd, color=Scenario),width=.5)+
  facet_grid(~Group)+theme_minimal()+theme(legend.position=&quot;bottom&quot;)+scale_color_brewer(&quot;&quot;,type=&quot;qual&quot;,palette = 3)+coord_flip()+scale_y_continuous(&quot;Count&quot;)+scale_x_discrete(&quot;Vaccine Strategy&quot;)</code></pre>
<div class="figure" style="text-align: center">
<img src="data:image/png;base64,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" alt="Average Infection Rates over 10,000 Simulations" width="672" />
<p class="caption">
Average Infection Rates over 10,000 Simulations
</p>
</div>
</div>
<div id="figure-5-virus-spread-in-networks-with-cliques" class="section level2">
<h2>Figure 5: Virus Spread in Networks with Cliques</h2>
<pre class="r"><code>set.seed(1413)
gl &lt;- graph_from_literal(1-2,1-3,1-4,1-5,1-6,1-7,1-8,1-9,1-10,
                             2-3,2-4,2-5,2-6,2-7,2-8,2-9,2-10,
                                 3-4,3-5,3-6,3-7,3-8,3-9,3-10,
                                     4-5,4-6,4-7,4-8,4-9,4-10,
                                         5-6,5-7,5-8,5-9,5-10,
                                             6-7,6-8,6-9,6-10,
                                                 7-8,7-9,7-10,
                                                     8-9,8-10,
                                                         9-10,
                         11-12,11-13,11-14,11-15,
                               12-13,12-14,12-15,
                                     13-14,13-15,
                                           14-15,
                         10-16-11,
                         4-17-13,
                         8-17-14,
                         16-18,16-19,16-20,16-21,16-22,16-23,16-24,16-25,
                         17-26,17-27,16-28,16-29,16-30
                         )
degree.btw&lt;-igraph::betweenness(gl)

mynet&lt;-(as.matrix(igraph::as_adj(gl)))
patient0d&lt;-names(sort(degree.btw, decreasing=TRUE))[1]


par(mfrow=c(2,2), mar = c(.5, .5, 1.5, .5)) 
cfg &lt;- cluster_fast_greedy(as.undirected(gl))
cfg$membership &lt;- c(rep(1,15), rep(2,2), rep(3,13))

V(gl)$community &lt;-  cfg$membership
colrs &lt;- adjustcolor( c(&quot;gray50&quot;, &quot;green&quot;, &quot;white&quot;), alpha=.6)
plot(gl, vertex.color=colrs[V(gl)$community], vertex.label=&quot;&quot;)
title(&quot;Scenario 1: \n Prior to Exposure&quot;,cex.main=.8)

plot_round2(mynet=mynet,patient0=patient0d,myname=&quot;Scenario 2: \n No Vaccine&quot;)

mynet&lt;-(as.matrix(igraph::as_adj(gl)))
patient0&lt;-names(sort(degree.btw, decreasing=TRUE))[1]
#Vaccination Strategies:
n=5
vaccine_low&lt;-c(1:5)
vaccine_centr&lt;- as.data.frame(degree.btw)  %&gt;% slice_max(degree.btw,n=n, with_ties=FALSE) %&gt;% row.names()

vulnerable&lt;-vaccine_low


plot_round2(mynet=mynet,patient0=patient0,vaccinated=vaccine_low,vulnerable=vaccine_low,myname=&quot;Scenario 3: Vulnerabity-Based \n Prioritization&quot;)
plot_round2(mynet=mynet,patient0=patient0,vaccinated=vaccine_centr,vulnerable=vaccine_low,myname=&quot;Scenario 4: Contact-Based \n Prioritization&quot;)</code></pre>
<div class="figure" style="text-align: center">
<img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAABUAAAAPACAMAAADDuCPrAAAA8FBMVEUAAAAAADoAAGYAAP8AOjoAOmYAOpAAZrYA/wA6AAA6ADo6OgA6Ojo6OmY6ZpA6ZrY6kLY6kNtMTExmAABmOgBmOjpmZjpmZmZmkJBmkLZmkNtmtrZmtttmtv9m/2aGhoaLAACQAACQOgCQZgCQZjqQkGaQkJCQttuQ2/+Tk5OpqamysrK2AAC2ZgC2Zjq2ZpC2kDq2kGa2tma2tpC2ttu225C227a229u22/+2/7a2//++vr7bAADbkDrbkGbbtmbbtpDb27bb2//b/7bb/9vb///d3d3/AAD/pQD/tmb/25D/27b/29v//7b//9v////nrzOmAAAACXBIWXMAAB2HAAAdhwGP5fFlAAAgAElEQVR4nO29C7/cNJqv6xAgrM00DIHec5ghm8th0qTCYnfvnjOdIWSge4adW7P8/b/NKduyLcm6lS9lvfLz/LrJqotdKvupvyXZlqoaAABmUe1dAAAAqRCgAAAzIUABAGZCgAIAzIQAdfLL76uqevfzX5es47dPq3d+9L345qb6ZMnK4dBs6+fff7hZvPajQIC6+KHq8AdgAsEAva0IUJjLtn6eD+4t75OgcQhQB6+rno0cujvnJwEKM9nWz7tvquqf67s/YmgKBKiDc7w9OJv5c1Xd+26L9f/yWUWAwmy29fPt72+aXD5XUKmCxiFAHZwFfaT/2/Q43fuotenuT0330BfNny/OGdhE4e+eNY/efnt+4V7793mxf/mseuffVROpfeV3fxhX31QgPlQBGmznA7jY2M+Ozkz8jECAOjird++LX/WHfYdT07xp+Lh7+t3hhb7fqKkS3Hatq//q3PtZtbbGCufr6t4/vyZAYS4b+9nxuu0gwM8IBKiDszWNax91R+XGpGeNZw9aKb9oezAfdd5+Ub/9tH1w26r5Q+vh+eV3nt39rXPvbO69P9Rvv1GVhXaFHz2rCVCYzcZ+tjSJ+wl+RiFAXbz9TB2vm7ZQ59752P7Oj6pf6PxPJ+v5v21LqV3o73/+tuoFbZ7p3FPNrLOPRo/Sa/pAYTbb+9nkJ8mZAAHq5u2/ftgq+qgzUz3bN4Ta1o0ys/un7XuqBkEbJ1tB+6XP/xod/gQoLGFjP9sVPZp+LNgQoH7++m0jot6IGQU9P2UIets0qf7txUTQYelbAhTWZTs/X5OfqRCgU4bmjHGMVq88GN6mC6oWmQpKDRTWZnM/m/y8R34mQYBOaU5lvv+suaOtbQop35p/1PH6dd9hrwv6oO57l3RB6QOFtdnaz6Yeu80F0AVCgDp4Mdzp0fj2ujlpWf9yo2R98Ks6WluCnp/6edrH5DvLyVl4mM3Gft5q+YmfEQhQF/29xt1R+cV4Cd1vn40Xzdl9TB0PLEEH280KJwEK89nUT6MjFT8jEKBOfvl9e9/GH/pHTRd8e0PH3Z8+rKr32ufNs5w/nI/kH//3N1qrqHevu9PjL+YHEKCwgC39HOu3BGgcAhQAYCYEKADATAhQAICZEKAAADMhQAEAZkKAAgDMhAAFAJgJAQoAMBMCFABgJgQoAMBMDhyg/S1r6ia4jgW3rmlDPDyIvxtgIbdKNM/IXr992g8Q8uYmTWru27wcArRqB7PpSXDo7eex9RGgcAX6UZN8QyP2AdtP7hGFAL0cAvTCwLv7o+/dBChclVtlmi9AX1fDYMkML78Vxw7QxrtzIl5y3H3tjccXjJEM16Qdou6RP0DPFcq2hpragocZEKBqVq6zjf/yWfXOvxtjfLXDgqlXumb+7TAMo/YOc30tTQfUJ30l4PzKo/+8qe593o35rS/ZjERWvfu5GtbxUa2N39h9aDsb2LtfXGF7gDBulYp9gE6MvDUGBm1fvve7zuNuBLxfzb+7Jnzz9l8+O69JjY+HfyEIUFUDVcn4X12A/qyNMjtmpv5Af4exPkUbnaof//zKP4xNe33JvtmvJqwxArR9uml+NXx8tc0CUugcedQH6NTI161YaoD6fpzktlL6YhjwU/97CNB3h1fxL8KxA1Trs7xtziXd/c0xz4F6RS2lmvCOmRCMgWi7LvzbYWru6ov6bZem+pLNp50rmbd9zBoB2n7oi2ZJ9QYAnbMV/08zkUcXoA4juza8miy+m3bzh75h9P6zJnEfGH8PATrain8RCNAz7/04NHccM23d2jVLNT2XPReXFaBN7XOcc+HBsKi+ZGP4F9ryRoCq4rzfta04LwUWjUmNNK/1mY6M2Qtbl8Yu0r//+dtKvbcJ077vavh7CNAH/bL4F4MAVT2Q/rlezcNvl4Ku2WCtAG3eqV58May7bZOPS3YNJNVtZQeo+jlojXwAjX4ezv/TGOOcn7hNUzXje9uZ2TXx9ZmQ9b/HPtB6nIwO/4IcO0C1mqUeoMP1cLe+ADXf4VpfN8FXp90L77rvvu36pT539IGaAcp5VLBoHen61z9xGtmm4390lcj2qtGP/u2F8d66dvztDlD8c0OAKlapgRoBejucNnqhtcftJe/+/D9vqsk83lqA0nYCN7eqG73y1kAbmf6p00o17V9cXAPFvyAEqMKYqtDuA9UCVCnl7gPVA/SctPduhkqluw+0X6cu7u107u7AxadwXIZzj94+0K4G2V8Mqrwd39v+o/09DVD8i0GAKozEss/CmwHaCBo8C68uCWm7+Puptz+p3342OQvfnQGtf75Rl/O9154O1RRvz+X/atYqAFo6R9p+dPdZePVim33Ny9/1dr1ub1/+pdeu/3saoPgXgwBVmFW+Pgw/qe0AbZtMZ+/0dwzr0wK0vYKp8feBfR2ovuQwoMmj/rR916M1fGjTkWp+DECHcuS15ZKhSvPko/7d1SCheq9+TWh3wZMdoPgXgQBVmAGq7ur4i/ZKz5vm3NCPxjuG9Y0Bqu5D7q6kb04PnWuZ9/65e6O+ZHsnkhoP6u357/f+YPSBNidPP2ye3WwrgFiUI81RWrsT6S/Ge8bbOO9+OBv48X+rLs/u7iP9rqRnrj5Q/Itx4AC9Hi+4DhmgSAjQK0CAApQJAXoFCFCAMiFArwABClAmBCgAwEwIUACAmRCgAAAzIUABAGZCgAIAzIQABQCYCQEKADATAhQAYCYEKADATAhQAICZEKAAADMhQAEAZkKAAgDMhAAFAJiJ3AAdJ9CQ+x2gZJ63cj7fuxiwJVLDpzLZuzgAJk16Pm8gQ4tGaPQYoUmCQm6o9HyuMnTv4sBWyNy1dmKSoJAVeny2Ebp3gWAjRO7ZaV6SoJARdn6SoMUicce60pIEhWyY5icJWioS96szKwlQyARXfpKghSJwt3qikgSFLHjuCVDOxZeIvNTxNdZpxEMWuPOTKmiZyNur3pwkQCEHCNAjIW+vEqCQM54WPG34MpEXOgQo5IwvP6mCFom8nUqAQs4QoIdC3E71xyQBChlAgB4KeTuVGijkDAF6KOTtVAIUcoYAPRTydioBCjnDWfhDIS90CFDIGq4DPRLy9ip3IkHWEKBHQuBe5V54yBnuhT8SElOH0ZggZxiN6UBI3K2MBwpZw3igx0HkfmVEesgaRqQ/DDJ3LHMiQdYwJ9JRELpnmZUTsoZZOQ+C1F3LvPCQNcwLfwzkRs+Ynqe9iwLg4Hlr5/MTfhaM3AAdwVDIGfwsGAIUYFvws2BKCFAMhazBz3IhQAE2Bj/LhQAF2Bj8LJdcA/SyS5QwFK6NOsee9F78LJY8A/TSqzwRFK7KhVd54mexZBmgF99nhKBwTS69zwg/iyXHAJ1xp3tGhnJ/VPFcfqd7Rn7W9atWzld7F6MMMvyRzxlrKRtBucW0fGaMtZSNn216vmogQ1chv5/4rNE+cxG0Cc2nPSRokcwZ7TMXP2uVnq9Uhu5dHPnktwnnjTefh6F6fKoI3btIsDLzxpvPw89aj882QvcukHiy24IzZzzKQlA7P0nQ8pg541EWfk7ykwRdTG4bcPacmxkYOs1PErQ45s65mYGfjvwkQZeS2/abPet7BoI68rNJ0L2LBWsiOEBd+UmCLiS3zSc4QJ35SYKWhacFL6EN/8oToJyLX0Juv+7ZAbq7oa4GPI340vDlp4AqqDs/qYIuI7etJzlAnflJFbQoCFAwyGzr+cOGAIUMkBugnhY8bfhl5Pbjnl8D3dtQAvQIzA/Q3f305CdV0EXktvEIUMgZAhQMctt4YgPUm58EaEnMPgu/t58E6DbktvEWBGiuCUqAlsTc60Dr3f0kQLcgt403+06kendBCdAjQICCTnYbb+a98C27GkqAHoKZ98K37OonZ+E3Ib8f97zRmFoIUNiceaMxteRZBUXPJeS39WaNB9qxqaCRYZJP3Il0EJzjgSaZt3GABkeaP50I0C3IcOs5R6RPc287QyMjzZ/OcC/8QXCMSH/a28/ISPONn9wLvwU5/rpdcyKdkhTdTNDwSPOnrnSMxnQQHHMi7exneKT53k8qoOuT5eZzzcqZZOhWggZHmj/1RWM80KPgmJVzVz+DI80PfjIe6Abkuf2cDeb9DA2NNH/SfjmMSH8UXPPC75iggZHmdT8ZkX59ct2Aru7GBEM3ETRQszT0NE8kPX748CGTc5bL83bP6lcv7eVnoGZp+Tk5kcT8xksR9duOG7pRgHr6Nk096/ZEUv9mLT6J0IOwl5++vs2pn3ZfqQpRMnQ2sn7ZuxjqPbtudXupE0kGQ3VV1naGeezip/fsustP82z9mKSrl+ooCNty0a769QUNXN9pfNbQUz/wmL7Qo7GDn/4L5E9OP4frRekLXQNpGy5m6BYB6sxP+wIlo1xN6D5+bL5Z2paGOVzfz8Q7jMxycTZpLeRtt2sbmhyg+iLnZcwAJUGPwrX9TLzHPZKfJOhMBG62sKE7BajpZ7OIFaBcUX8Uru2nJz/ti0Gji+DnHCRutesamhSgVgP+qSNASdCjcGU/UwLUKBL3dK6IyB91sKNpZUGTRpqfdIC6EpRG/FG4pp9JARrrAKUKOhuZGy1k6BVroKcO20+1AFXQw3JVP/0B6vaTAF0TqRvteobGA7THWoAAPTBX9DMaoJafjKy8JmJ/035DrxegQ0kMCFC4op/RPJz46U/cVQt2DORuM6+hVw7QoRx2gHIe/tBcy89Yi3zqJwG6IoK32VUMPcVGmp+UYnw7AXporuRnZKT5aSkI0DWRvM18XfWrCWrVKF1x6CgCNVBouZKfwauSXH4SoCsiept5DF1J0KHnPTTSvOOzCFDouJafwQroZDkCdE2Eb7PtDNXOW1aOVvnQgJ8u6W3DE6CH4yp+BscDnS7JWfg1kf6bdhq6WFDjso8xQSfD5E8/3WjyE6CH5yp+1vrAdN1AS74O0NBZJPScgfiNtoGhtp4qQafzjEw+W/WZutvw3Il0RK7iZ20O8dn8e3J9dvg0PHrOQP5Gc3U0LRF0amc9DPL55MmXXz55ogabt/2c9pnaATq/UCCWq/jZjDRvDTY/uQFp8JN74VekgB+1Q6jZgjoO7h1NYj4c6cZTPnmWdCYo+XlQruLnNBWtueoNP6mArkYRW20tQ/161np+Tlvknj5TPUBpwB+XK/jpGiL55F2Q8UBXo4zN5ujsmbUS72KBiTm9faZGgJKfR2ZzP4OR6O0zJT+XU8h2swW5WNDQwb0OXQrqXrCyxgQlP4/N5n56G+WeBScN/gvLA4pSNpxtyWWGRvT03A//uB+PybmENq0Hs3Ienm39DE7M6V7QOuV0SWlAo5gtZ4lyiaARO8MTcwYa/cwLDwNb+hmamNO7oHHRU3phwKSgX7YhS7KgsYN7Q2hI0NBSpCeMbOdn6szGNuqy+8SSgIuSftwzDE3SMzymcmT9q49eBlLZzM/AzZn4uTElBahhaIoXSXbWsUHpw5+AoNCzmZ+e/Ay34VUp8HMRRQWobmi0/zHt4K7W5Q1Qz3ARxqdc8AWgaDQZTqfnrZzPA+9N9tMfoPi5MWUF6OBD9BTOBXpGJuYMrwZBQWPQoUnP5w2eDL3Ez/AAdfi5KYUFqBKiCc3/1eNI0GQ7O4/Ds3oEV4WgoKN8UOn5XGWo612X+BkKUPzclNICVA0oN8anilDzDXFrTjqRaZEQFNJphNDjs41Q6w2X+hkMUPzckvICtJ7kp5GgUT0NNbs3xueVC69ula8FhXAOvOc23mEVXItP/IwNkYyf21FggE7zc0zQkJ0OM4c1xgLU7yCCgsU0P4cEnedn8sScnrWu8J0OS5EBOsnPJkEDB/eAmmqNwYk5g4YiKJi48rNN0Nl+xgIUP7ejvAB15meToA77omYO6wxVQOuQoQgKBs89Afp8gZ/RIZLxcyuKC1BXA1414s17kdPUHNYazM+IoYu+EJSFOz/PCXpa4mewAlrj52YUGKDO/Owa8fXFZg5rdY4Hatya51kZgoKON0C7l+f56R4P9ISfm3OkAJ2nZr9aO0Er6z5O3zppI4GGpwU/tOFn+ukcIhk/t+d4ATp7vZWdn5Z8nnUjKGj48rNtwy9xxTVEMn5uzpECdOmKtQjVJoaPjg+BoDASCNCla3YMkYyfW1NagHrzc3GAeu6vjxuKoDCyXYC6h0jGz20pLUC3q4HWniGSNf/cKiIojGwYoLVziGT83BQCdDFaM8npIoLCyLYB6gI/t4QAXU7EUHrpYSRwFn6rj8TPDSFA1yBq6HYfDcKIXAe6Cfi5GQUGqPdOpA0/NWgogsLIHgGKn5tRXID674Xf9FPHdtBURwSFEe+98Jt+Kn5uRHkB6h+NaVMChiIoaHhHY9oU/NyGIgPUPx7olmiGTl7Z/MNBDoHxQLcEP7egwAB1JOg18jNgKId40AmNSL8h+LkBJQboJEGvk59jM8kWEkHBIDgn0nbg5/oUGaDRWTm3wmMogoJJZFbOrcDP1SkzQOPzwm+Fz9DrlQAkEJsXfivwc2UKDVDPfetXwGkogoLN6Xlr5zXTs/1Y/FyVYgN0tzvU1Odag9nuURLIGfwsAgJ0qw9OGMsWDgx+FgEBus1H17ahOxUFcgU/i6DYAD0rsZ8VE0MRFEzwswwI0I0+vflwBAUf+FkGBOhWH28YiqBggp9lQIBuV4DT0Eja5ZJUyJms/KxPL1s5X+5ZIJmU+oM2Wyg7FUEZuttV/ZAtOflZN+n5soEMvZhSf84ZCNo2k84450OGY5ORn7VKz5cqQ/ctlDRK3Vw5CFr3+flUhwSFnPw86fHZRujOpZJFqVtr9y6mvhh2fpKgUGfkZ23nJwl6EYVurCwO8A3T/CRBIR8/HflJgl5CodsqG0Ed+dkk6N7Fgn3Jx09HfpKgF1DopspFUGd+kqCHJxc/X3oClHPxqRT6S85EUFcDnkY85OKnpwJKFTSdMreUutV372L4KqBUQQ9OLn4SoIspc0vlIigBCi5y8dPTgqcNn06ZP+RcBCVAwUU2fnrykypoMmVuqGwEJUDBQTZ+EqBLKXJD9dO+7F0Ob34SoIcmFz8J0OUUuaFyOcBTAwUX+fhJgC6lyA2Vj6AEKEzJx08CdClFbqh8BCVAYUo2fnIWfjEl/pCz6WIiQMFBPn5yHehiStxS+QjKnUgwJR8/CdDFlLilchKUe+HBJiM/uRd+KSX+kjMSlNGYYEJWflIBXUaBm0qZmYmgjAcKJln5yXigCylwW2UmKCPSg0FefjIi/TIK3Fi5CcqcSKCTmZ+TBEXPSyhwa+XUxdTArJygk5ufzMq5hPI2V24HeOaFB538/GRe+AWU93POUFAtQrMqFuxAjn52GdqkZ2bFyh8C9LpkWiy4GvhZFATolcm1XHAl8LMoigvQXoBcRci1XHAd8LMsCNBrk23B4BrgZ1kQoNcm24LBNcDPsiBAr022BYNrgJ9lUVqADrs/Xw/yLRlsDn4WRqkBmrEFGRcNtgY/C4MAvT45lw22BT8LgwC9PjmXDbYFPwujsAAV0MVUZ1442BD8LA0CdAeyLhxsCH6WBgG6A1kXDjYEP0uDAN2DvEsHm4GfpVFWgI47Pm8F8i4dbAV+FgcBuguZFw+2AT+LgwDdhcyLB9uAn8VBgO5C5sWDbcDP4igqQMX4KaCAsD74WR4E6D5kX0BYH/wsDwJ0J/IvIawNfpYHAboT+ZcQ1gY/y6OkANX2uYDdL6CIsCr4WSAE6F4IKCKsCn4WCAG6FwKKCKuCnwVCgO6GhDLCiuBngRQUoPoOl7DzJZQR1gM/S4QA3Q8RhYS1wM8SKTNAZex6GaWElcDPEiFAd0RIMWEV8LNEyglQcS0kMcWENcDPIiFAd0RIMWEN8LNICNA9kVJOWA5+FgkBuidSygnLwc8iKSZAjX0tZseLKSgsBD/LhADdFTEFhYXgZ5kQoLsipqCwEPwsEwJ0X+SUFBaBn2VSSoAK9VNSUWEB+FkoBOjOSCorzAY/C4UA3RlJZYXZ4GehEKB7I6qwMBP8LJRCAtTcy6L2uajCwjzws1QI0L0RVViYB36WCgG6O7JKC3PAz1IhQHdHVmlhDvhZKsIDtBrRnhW2y4UVFy7hVSvnK+M5YTtcWHGvi+gArUyG54XtcWHFhWSa9HzVYGaosB0urLjXRXKANqH5tEdLUHE7XFyBIQmVnq9UhvZPi9vd4gp8RQQHqB6fKkI9TfrcQdAi0eOzjdDmSVeTPnfw04+knDGx87OrhDqb9LmziaASN0RR2Pl5TlBPkz53NgrQl62cLzdZ99UQ++Oa5udTX5M+f9Y3VOqxpBym+fnK06TPnw0StEnPlw3CM1TQXjRx5ufDh1aTXgirC2qEJgm6A678dDXpRbDFAf7liGQ9pRbdmZ9PnhwiQeM1S/sVQVuiECZpOc3PghM02jjX47ON0IXl2w+hJXd2gD5pAlRmgl4gaELjfPq0nC1RCCn5KShBLwnQhMa5nZ+CE1RowV0V0CdPnlhV0KdiYiNd0ITGuetJEvS6TOLSlZ9yEvSiA3y0cT7NT7kJKrTcjgroE0eAlpegKY1z55cWsyWKYJqXngCVci4+OUETGueu/BSboFKLXdn56QtQIV8wUdCUxrnnK0vZEkWQmJ/lVUETGucvPQEq81y8lB1oMQ3QJ84ALawKmtI49x0zxBxLSqC4AE1M0JTGuTs/pVZBhZba14IvPkDjTwZOzV9aJphLeoAW1YZPapwToBkwrYF+2SE2QFMMTWqcE6AZMLnk05OfZVVBkxrnnjdJbcOL2X8mhwzQtMY5AZoBxwzQpLql701Cq6AiCz0J0KEFL7cJnxSgKS8QoBlgJyYBGn0TAXpNyjuJlGBoUjT6v7CgTSGf8gI07mda45wAzYHpUHZ9fh49QKmBZsERAzQtGgnQLPAG6FOxARo1lACVQ2obXsxZ+DrBTwJUEGaCOm/kLCxAExvnBGgWpAbo3uW8gHUClLPweWA24l1Diajn9y5oOtRAS6IiQN11S64DzQM7Qdv8fCy4Ajq/CmoFKHciZUFKgkpqwcf9JEBFYSdok5+PHwvOz3UClHvhc6FKCNC9y3gRET8TG+fcC58L+hQej5vx6M//GBEqrtIVNjS1cc5oTJlgTuEhPj9nV0GT7uWUti0UQovdcrJnkXtqJqi4/IwGaFrjnPFA8+B0MiaRkzwivWKdAGU80Ew4nbQIbeP0aRehQ36Km451VhU0aYg7yTtaKGc/T/00xqfzo8n9nfKmCw6XOLlxzoj0e6HPZXE6df9rPT2pNB0StHlwEmfonF7QBUPcweqM875P/DzZs3KW52di4/zEnEi7YLXYLUEnTfpanqHRAE1qnHfHEv0donazXIwmux2gdpO+Ls/PxMZ5eyzR3yFYT0lF108aqRpmbQqqN+lbSjM0qXHefOnJsQS2Z1rDtP3UmvQtpfmZ1DhvvzTzwl+danL7ZtUf4DtJlaW9sy3SDI1fTB9vnHfrID2vjauP82h+psyJ1K8jOvmxBOT8uuz87BJUF1RJWg9/N5RmaLxxLuwLF4PrLPvx/IzPyinsC0cQE6DT/Gyv/TQO7+MRvhZraIKg4ca5sO9bDM7rPE/H8zPWOBf2fWMICtBJfj5+WvXH+HoiaD00k4TtsaSR6f2N86RvS+/o6vjuNDqgn/Up0DhP/LZimvdSfkDT/GwC9GlfBa2VkCf9PFIl0tAUQf1vSfmunGBaH++97hM/x/NIMhN0ez9FnWAS8vNxNOBVgFa1IagVDgINXSRoan66H8BsvKMtnUw/T/aVTnWNnxaiLnHKvHg9nvwcqqC12jdVm7TqXqRiEzQkaHT1Kefx4VL8AWr4aV/pVGaCLvIz5Tx+RuRduoF4gLb/nMPg8fBSf56+WV6SodGirpqfJOgaBEac1/10XemEnybCbvPMunAjzlNIZx7qHZ5tfhoBqifo3l8hnVhZva8n/AxdaUmCLiYw51HX4akO8M4aarMC/FRIG2gk57JpuAP04UMtQFueWgEqMkHnCprWAZr6JFxAIEC1Dk/flU7NGvCzRdxQdxkXTcObnw/7EZjaDs9z+90O0Kf9kCKCGkmRkq6enyToYmIBqjLU+Qb8HJE32LKQX84kQc8ZeY7PL78cAvTx46p66AhQ1UtakKGeVxNPwF/0PCSSEKD+WT3wc0DedB/5lszAEaDn/HzSBOjjlm5I+ofOABWXoHMETbxA5NIXIImUAPXPK4efPQToRtgB2ufnEKBNBXSYVc6cGWkY164QQ32CJqyXAN2IwFn4hADFT4XAKY+F/HBcAfrll32APlUB+sQboMIMDZVzgZ8E6GYsCdBhZFD89ORnxlXQbAtmYt2J1Ofnk2qogbYTG3/ZTQzvCNByDHW+lPjFCNCtiAdooJXfrAA/awJ0Q6wAfThUQJ92E8l1NdCmEe8J0OFe5J2/SBoXCro0PwnQpXjPEKUGKH7WBOiW6AnaVECfnOufX3Y3HrURWlVtovoDVJShl93MkfylqIFuxuIAxU8CdEvak+yKrgX/5Ek1BmiTk12APvYFaLcjpRvqeCH9KxGg2+G8St7ztzNA8ZMA3Y72OvmHGkMHqKqBjgGqTw1vBqhhaN4Dul0g6AU/OQJ0M145rpOvvA/cAWolaM5jYm7jJ2fht0Il3ZMzTUg2ATqcQOo6Qc0AfWzczTmu59QPjpP9mJj++zlS3+mAAN2KJj4nI4UEH2rPj6sZ/Mx+TMxN/OQ60I3oTsK3Edo03Z+om+CfqiuYhpNIQxNeD9F+TLsWZWhVWRN87vfdPHjv50h8o3NZ7kTaiP6Odz0XI3k6Pn+a+pn/mJib+DmZL54AXYU+7eyRQ54+1tKyS9ehD3TI0OFOJIXKz6dmKz+/7ZB4PV1yA0kdOJyvZfj1RTG54d1143t4yNBhXd1+yj9ANvGTe+G3QIs7PT8fP9aTsnntiXUSSQXr2C5qmeZnlgmaJmiqn/0WYDSmDTD7OoYCZm0AACAASURBVNvh61xxGZ71Q/NTxJiYG/kprAIqJECf2jRNeL393kZm0ws69IH2VzwZUx/365uuML8E9VyQbD9O8VP78owHuj7RK5jCATrxU8aYmNv4KeO7a+RcNoUj7s4B+mS8C74N0i4EtZNIQwO+PlmKulb4NL8QcV9RZz1M8NOs30zTkvxcRvwa+lCCVvXUTxm1sG38FFH71si6cC2u+qIaSvnxMPZSdzLeutLp4eN+5njDUWd+ZpigSYImrMWy2M5L8nMhCbfBB2qlp4mfUvoBN/KTOZFWxpl3zZX0+vwd44kkI0ErowHf56cvQHPbFs5rkiNvmLx/WgkwLjrI8goEWVwQoNMrnSZ6CjoTvZGf+V+BoJN58WpfgD5WvaCTAG0vFm2vdXoyhIMVoM78FFEFtf2MCOrUU8A1sKJIGclufM660qlbRTEBuo6f2V8Dq5PdXpkQDNDhlPuYn954KC1AY3769Kz1CF1SPmhIGox+SEzrSid9+4db8CLa8Gv5mfddWAb5/4I8Afr0YT8UqHqimxbpqZai7na5nAB1XVSn/x30M6gnrMcFAdpXP9WVTu2f0/V58lNCFfSAfma3U2zceddd91kZZ9wr+wn15KQPVGyAJvt5KkVPAaQHqHNWuUkvqOAAPaKf2e2UCb4aqJqHU4/PaX4+fmwHqDc/MwzQwEnNkH8F6SmA4JTw3kf+BBUUoPgpNUBdnZ1VO7adORCTKxcF1UCDgvqXKcdOCXgCtGummx2ennqqtb5CAtS/TFF+5rdTbKaB5wzPkz9A9fEWg034vhKw59c18V0WEhhNLKvyHwDn9Z5abnZJ2tyf6auoDquK1UDxMz8EBmgj5JN2SCbVcu/b5o+dATrOiRTtA7W7o/b+6pPTmuNfvrFwsij1sfCeK1IPBvGCATpIFzgLj5/5ISFAJyMnPXkyTH/0dDhNFAjQtE7QoaZqe7rjLncL6inStKxc7XkFYsPWKf0C14uatkWvAy3HT0GXK/kQ8MMyE69qhgzpArR7oknQug9QR37qp5HcQzENK7Y+OAdRzRObQ7lcbwzFJxG6HVYyOq7+bPdO4GST4Wf6hfTS/RR1wbwPCT8rPfGqcUzlPiBVHdQRoNp5+HZFwSqoP2H29NTRL+8qgatgRmiSoNsRnbmjigdou6JuL158L7xQP2XdsulDQrH1OmN/p+bDduDPIUEnLXjjQqZuNcNOnDsa0y6iTjvmXTeAOEpjJyYJuhnRuTercIB2axn9TKuATpDlp7BBQ3yIKPWYoNq0SMOYn48fP9TvPjJGsxuiUVfK1Yi/IF6u23KaCOq4/cOpJ8PWXY8xHH2XKmk3HzkD1DBp2ZiYMvyUNmydDxmF7iPPOIHUJ6SaIGm4GNQYULkLUEukaYLOCZfriHqyejHtz/HpycDJ16QaktKTkd1/3Rk68XOdcLmSn6f6q1bOr4ZuiGkpHMtJGzjZh5Ayd5XLp/31S+oEfJuTzaNmdOVmpuMvK0ft0poTSa1ucX4ObCqqfSLIWr3385i647r0F34GA/SV83bO7iy8tboVo2XbIG3S86uG5t9Jfvr9nNlNkR1SitwniBroc+zpbOLzSR+g3Rh2RjZ2PaSu1enxucZm2ELUpmj/q6e75tX+RM9ylzwNywndbGQ8P71s1LUTNzjBskmQqvT8SmWofV2T71OkDBodR84vagxQPR67/DzH5lP115d6NKqb5L1r2+QSnxVF1eNTRaj1Md7lLnoe1sA9Wkg0Qd27ZLtLfNYMUj0+2wi1P8a3nDM/JVZBZZV40j5XqdkE6NP2z64ZP8bneBJ+uq4t0lNjuah2fmoJGl6j9zsRoJuSNjKTfd2ob20bX2S+QpDa+TkmaGSNBOguTPs3VX62Ado+aJrx7YP+VNL+kTFb1Gl+9gkaWw0Bug+JQ9uZD/Yu9PwgneanStDYauQMGh1l9913EXaCPnz4pRGgD/u5PIYz8Rk1Wi/21JGfTYIm3FFMgO7DjADNZ4dc7qcjP5sETfDTk58Cq6CyCmwFaJuYXw4B2j5WkyEN14Dm9wVTRXXmZ5OgcbkJ0H1IHVxZu2507yJPSfXzK0+AfpXgJwG6D5MAbfo8mwxVL+hdornmZ0+s5eRqwNsnkjz435Hx9iiB1Anmxqua9i6xn2jL3p2fxokkHwToTkwD9EkXof0LD/urmla8PGljfKJ68rNtxMdWRA10Jy4LUBF7wxuklwao7icBug/WRZ79KSTt0qVhPvhNT7Bvge1pWoBO9CZA9yR1imM1O+fexb0E2zFPC75pwweWIkD3xR2gT/SnxwDdu7DzSAhQt5X6rYAE6D5474W3nxCWnhqDn578PCdo1E/Owu+GGZWO/FR9n3uXczmJAepZ1rtS+7HEynrGpAbo3uVcTmKAehZOroDmPuKytD1ZORJ0ev97AXHgzU9vH6ixcNKdSBvejnVYnOOBTp/Zu5jLCQRowsJpASpgxGVxe1JPy/42Tsf4IXsXczkJNdDQwglPG6FJgq6Ea7SQgwVo3M+0e+EljLicZ6lCaHmpzri7Rvfcu5TLSe8DdS8dfdJOTBJ0HWJzJL0K3b4ph/Q+UOfSCRVQESMuZ1moMONISu04du554/cu5HLiZ+H9nfQp44FO30GCroM1K6erTb93EVcgfhY+5GfCeKAyRlzOsUwxrK47V35K/FoWydeBuj2N5WM8YWEuxrzwLorYzN4Atd7nydFYPgoZcTnDIiUQSs9CKqCX34lkeRppoTPi8qaoOTx8J+X3Lt4apAZoj52j4Ra6lBGX8yvRRcydH04C3gANL6YnaPV//++wsoT8JEHXpuAKqP9e+PBi+iFej0Zzo4gZcVn4vnSfQRL+pXo8ozGljTemEtRzlVLidU6wlFJ7QBs8AZrs5ylwlZKYAUOzK9CFuK4Blf6delyN+Moxw1NwDQq7A4pbla5EkdeAKlwJ2o1ml7wKdZ385EQTAXot7AQtJz9dCdp+u4sMVUw6SL0fubDMYJE2g4dMpgnafLsV/JRzr6f83WmcSirscnA7QSvVgJ+jaAsBen2sq5r2Ls6q2AmqZpVb7qcnP/OrguZWnhmUfENiVVmzcqp5Y2cbOqz30hdgNsZVTXsXZl1O9qyca/lJgF6TQtOzbgU1OA0zby8ylBGXr4y6qmnvYqxOM6qdNi/8aSU/CVBYhUZC/ejQH9271xYoSg0UVqAz8KvWzq/qNf0kQGE5g4r9f/Q/FxlKgMJyNvSTAIXlDCbWhqD98wsUJUBhOdv5yVl4WM7oYW3LutRQAhQWs6GfXAcKizl5BdV66Gcayp1IsJQt/SRAYTGGn5NHmqFzFOVeeFjIpn5yLzwsRFNQfzj20A8vr5eg5CeksrWfMiqgBGiunCxB/YbOaya5Gus04CGVrf1kPFBYhO6f8YTWQT++Y4ai07QkPyGZzf1kRHpYgGacJehmCUp+QjJX8JM5kWA2p8kBfiqo0TSao6hx72uJN8LCVlzFT2blhLlMD/DTNpPxrtkJWuowLLAl1/GTeeFhHqZ59nOuv+p5ffWkJ8zgan4OIy7PWPI68MPJkJNLUPch3jJ05n0fABeAnyMEaH7Y2tl/GH8VbyjkBn5qEKD54fbT1e80aReVqChkBn5qEKDZYSvneN48vWm+vTRDITPwU4cAzY2JcdO/QobO7KsHSAM/DQjQ3Jj45nrBukDEWqIsRSEr8NOAAM0MWy53w+hAhkJW4KcJAZoXU9nif09bRUUpChmBnxYEaF4EDvC+s5+OpUoyFHICPy0I0KxwmOZ50deVPz5TiKGQEfhpQ4DmxNQqr6DuRpI+hXwpikI2LPZTuzWzED8J0JxwHah9r06ur5sMDlKGoZAPC/00BwcpI0EJ0IwI+xk1dDI8XRGGQjYs9HMyPF0JfhKg+eDwKV3Q+uQYILmMgzzkwUI/T9MBkgvwkwDdFWM0TodMESWtVU1XXoChsCvacHLL/HRO0SHfTwJ0R+w+y+k70gX1TRInX1HYDavPcvqGSw7w7knipPtJgO5HwpQa4YtB9MfeaYptQxmCHhKx+iwvDVDTT0d+ehI09zGUDfgR7UbCpG7hNpH+2JOG7dMn433M4gFpxCd1S/fzpSdAX9ZW36qAWTwM+AnthbPP0nomIuj4hC8Lqz5BT8Nj5pGDJBKmFU7201MBVavUKqES5pEzEFDEMvH1WRqE2kTGY69qlWFoQqUXoMXTZ2mQ7Gc4QMcEFTGTsUH+JSwUb5+lTkzQeqxZRj7m1F2HF6/0AjR4+yx1kv30tOBVG77uIzSh0psb2RewUEJ9liMJgva3cMY+p7vQ3vE6BsCUUJ/lSLqfnvwcE7JJ0JRKb27kXr5CCfdZ9gTvPDaeiQdoe6V9+A0APeEmt+ICP6MB2vgZ/8T8yLx4pZISeEmCdk/5U9A4Z3RZUeDArBWg6qmUAE2r9OYGv55dWDlAU9aXVukFqBP6LFvWDdCkzM6OvEtXLDMD9PIqqB6gl5YFDktK4F3kJwEKa0KAQs6sHaAJNdq0Sm928OPZg6Q+y/jgDeNzBCisSVKAXuBnQvUyLbOzI+vClUtSml0UoNEOTgIUkiFAU8m6cOWyZoCGqqAJ+UmAwoQ1A7R9Mn6KnQCFdFYP0PidTdRAIZmkDsnL/IxlIwEK6cwN0FAVNHKbEQEK6aScEr/Iz+i99QQopJNyUabfReeTsRvdCVBIJyFAL/QzdqM7Z+HhAhJuC0oX1J2g1mMCFNJJuC3oUj9jQy1xHShcQPzG9MsFDQ72yZ1IcAHxG9Mv9jMy2CcBChcQHxrpAkG1BPUPN8+98HAB0aGRLvczPNw898LDJUQH55whaO1Nz+7F1CcBooNzzvEzOOERozHBJUTa2FEVU54OfqDvOYCGcJ/l+n4mDYKfG7mXr2TCfZZbCMqI9HABwT7LDfxkRHq4iGCf5YUmzkpQ8hNChPost/CTOZHgMgJ9ltsIyqyccBHePstN/GRWTliLS9tC6QnKvPCwnG38ZF54WIeLj+SJgoZP1AOksZmfwRP1+cGvKFMuFzHdUICl4GcHAZopCAo5g58dBGimzPCwTEMhS/CzgwDNFASFnMHPDgI0T2ZpWKShkCP4qSBA8wRBIWfwU0GA5onPtfA1nCUaCjniNy10EVKBfhKgeeJWLXYZfIGCQpZ4TItcBl+gnwRonjhVi9+IWaChkCO+A3zkRszy/CRAs8SXn8HHvuUAVsaTn9GhQMrzkwDNEpdoSYPRnRfkVnfYGvcBPmEwunZBUfdqRuA3liUOQdOGQz4xWghsj/MAnzIc8ukkbbSQCPzCssQZoI73uSqljFcHW+Py05GfjgQVN15dBPnfoCy8lce0KeEYMRk2xtP+TpwSTt6IyRHEf4Gi8Le/fUkYexcJCivib3+nTUoscM6OCNLLXxSB9rc3B803MWscbEig/Z0UoBJnjYsgvPhFEWp/JwZo5A0ACwi0vz0teLMNL3Le4giyS18UwfZ3SoCmdZMCzCPU/q66OunXrnz85bOzyI/C3aR3//vHwCe/ru5953r+73/68Lzq3z3rH7/99qaq3v3i19W+chx+XLkQbn8nBGhaNynAPILt70CAvm46o5oADLTyf755Z0aAvr5RJws+6R7/rB6/f8UE5beVC8H2tz8DL6ukAswk3P4OBOht9c53gTW063hRzQjQNzfVe385Vzu/aeu3zbuq957Vd3+sqgcrf/cA/LYyIdL+TqqBXrZqgHQilykFA/RBaA3tOmYFaL/Q3TdtnVP9E03jdeG3lQex9jcBCrsSOcseCNBvVID61tCsY06A3vUrVi8PbzrXTB+t+dWD8NvKg1j6EaCwK5EAbauXKkBvqk9ffno+8t983z7Xck606qf2ySFjf2p6LD/9yXhPXf/1981poT+oT71rzhK990xl4+vKnYxvbpqXb6/a99nDbysPlgdoSjcpwDyilymZAarO5nxtBGjPT+2CX4+PtAD9odLPA/32Wffon8IB2ubruUL6ybW2hga/rTyIB2j0FDs1UNiMUPt7eMMQoFV1rnx+3961VPUt7Rfn2udPXb2zedP37cOfzv/Vm/DnN/3jr/Xdf950y9xW976o619uKs9lTIrbZunfPq0e3f38YXMZ08bbwoDfVh5E0y9+kScBCpsRDdCmijoG6PcqI7+vXqoAfdM07LsF2nfdNMn5sknQ78cAPb+pS7++V7OrcZ6fDgXomzZum2W/4TKmg5LQ/o7eZkSAwmZEA7TWA/Smj8rvq/5cz4v+LvomV1Vwqvb+eBb+xZB97an7oVfzNhSg5w9oFn7TVHw/Pldff+AypgOS0scZudGdAIXNiAfo+S3aSSQVoFV/srzpoVTr+Knp9/xeu61+uA5U68ZsotQ+ze7mTl0G2gToJ2rZYIN/Xfht5cGsO43mDNgEMIOEAK2raYB+1wfob5/qw4x935xCmgao8aZ3fjw/VHkaCNAmP9t3nQNU1VfH5a4Av608SLvX3T/YSGAd5CcsJmWwkNeTAL0XCNAbfQ2RAO2uU3Ix5KfqCVXPXa8Nz48rD1KHq/MNd+dfCfkJK5AwXN1r1c2pAlTdAT8E6Cf6OrQaaLOGIUD1qmNCgDbXOX1hv7u+JUAPR1r7uzJJWQkNeFiDpAC911zc2QZo8+9rLUC7/44rGfpAv1anmFQfqJ588T7Qt59W9x5N3k0N9Igktr/96alejT4DMIOEKTu6mBun/NADtLtWc0zQ4Sx81wJXZ+FvzTs6X0TOwp8rndrzw+2g9IEeklXa37FuUoCZxEdDVvXE4VZ0I0BVF2XVt97VtU5Vf/1Sfx1oV3fsFjo/7M8PuQL0/Cb96WHhWwYTOSLrtL9j3aQAM4nOxxEM0HOsVR8965z8umvDNw19FZF9G1296a+fdY9v2xuTfHcivbDu7Dw//uhv7XWgV7ynkx9YNqzT/o50kwLMJTYjXDhA734YrVSnkca7htqr4D/R3tR1bd51txbdc94Lb5yzbyOzX/jjzTfFCL+wfFip/U16wjZE5iQOB2hd/9IMtPTux39T3aQ/6fet/9xfBj+8ST3vH43pzY0doNZQTleBH1lG0P6GrAnMynlU2Ag5QfsbssY/L/xR4UeaF6Qn5M14mRLUBCgAwGwIUACAmRCgAAAzIUABAGZCgAIAzIQABQCYCQEKADATAhQAYCYEKADATAhQAICZEKAAADMhQAEAZkKAAgDMhAAFAJgJAQoAMBMCFABgJgQoAMBMCFAAgJkQoAAAMyFAAQBmQoACAMyEAAUAmAkBCgAwEwIUAGAmBCgAwEwIUACAmRCgAAAzIUABAGZCgAIAzIQABQCYCQEKADATAhQAYCYEKADATAhQAICZEKAAADMhQAEAZiI1QH/5fVVV737+65J1/PZp9c6Pzlfufripqt89m76/etT+9ebGWtK/Ki+3/crii7+oFO9+cdln1K+r6sGFi8AmbCtsw3lff+J4+u23Z5ff/fhvSz7YAh9HhAboD2oPXppaBl4f777p1v7Iev623/0vbA9WCtC3nzvfOgh7sX7lCSuUbYVVL7oCtP/ge7bMNh73XC/j44jMAH097MD3Fx3SPbxoVJzUMtuPbZ9qAtb0cWGAdtz90WOXJuwk1MOUJ6xMNha24eyTI0Bvhw++911oaa97rpfxcURmgDZVwbOIP8e0mMfdn/6hScPbycrPMdk+Nc3WVQLUa9cL9dNogtvVSvNTnrAy2VbYhjaiJ3KcTa0+bj74JiJCRBTzZXwcERugj/R/mw6mex+1x/a7P930fTPNfv7ls74zs+0Lutf+fV7sXz6r3vn3vuHcvPK7P1ifcbajkd2IxttOmE6gF92Htw+6d5kfqJVEfeAzqxCP/vOmutd0i7WLd5WFd2+6SsoLzc3hb9XNpa3F6FvTPrH9+94/lyesTDYXtmnAd3K4hD2b8w+dItqi+qfd9rVjXa2xlLdm5RkfR2QG6HkP3vviV/1h37/Ud19+3D397vBCcyzuWzLKh//qVPtZNUasY+nPnTGGj6/b51S0OgP0XWdJegGnhei81AL0/f+3q6To9d9e2LfdB+treTGuxPjE/u/ihJXJ5sKedfnXaYCeV242jPRF9U9zCaqV0hOg+Cg1QLvj7b2PuoNwE2vPGjcetDvwi/quO9A3O/OL+m137rwLpB/aXX9++Z1nd3/rVDvv/nt/aFwwWtSNFG0NwQjQrg1//m/jhzNAxw/US6I+0C7Evf7N3eLd4bn7r/qMDq3PqRFXW0uz4DPt+w6f2HTXPqt/ibXc4DpsLWxTFXw9DVDDoro2FzU+TVUN9Q/VSzlpwuOjQmaA1m8/Uwe9pn3Q7cD2aKuMOf/zYDhXPjQ4/v7nb6vex1E11ap6c2O41gTovelFGu26Xg9H8GmAPtCeGUtyO1YX7EK0auoB2tUaXus/j1HY974z19Ikel+z0T+xP801uVwA9mFbYdu1OC5jsqQ2FzU+bUxI7UOHUnoDFB+FBujZyH/9sN2Fj4x2St+aqJQhY49l2x9TDT42e7P1sV9atctH7qZneZR6t0MLx9EH2j9jlKRflbsQ7/+qB2i33tvmia7e8v6v1llPbS1dy6jr09I/sa+GlNfnJJYthW2NdASoVQM1FzU+TYliqmX0XT2o8dGB2ABt+Ou3+s5pGHealWdti/mjf3sx8XFYenLS3T58NzRW/cenw2mepAAdKw2RQii7zks+OH+OKWx31vPnPo6Htdx921VsPv/V+MT+WzXr2mjjw+VsJOzrPgMdAapLbS7qClDtQ+3Of3x0IjJAh2gzDsnqlXEHWXmm+i1Ta6DuS5POK/gnpY++emeAjiUxW112IawaaFP7/P9umhdtYbtCGms5P/fn/9mY+sD4xP5blXfEF8nGwo4Xe9oROvQdvfkfn/8tXgPVPzRcA8VHhcgAbRoK7z+r67//oDeQm39U6L3u++ftPLud+OjoUvrt9x82f7pqoN1htRP3Rd+F7gxQoyTjZxiFaB5ofaC9ceen/sHI7kHYn5ujubEWVSqtamJ8Ynl9TiLZWFh/gDZXhzbXgTZnb8YPHvpAxwDtPs71oe0/Zs0RH0dEBqh1GnA4w9cp8uDX8Toj3cfzUz9Pu5QcJzUb3f/xV3WVsFUPbTt5OgfOH/veM7XKaYAaJRnFNQrRnAT9bDwL3/8k2gP9A/fX7Y7sw1q6M6XNddLWd++2SfT6abgO2wrb4TgLb2Tro+lZeCNA3//V/FC9lGZlAh9HZAbocIfv0BtZqYrhb5+NR2I7z/o9bvo46DAevPvem4/raUP+RdWL2zVozpVFd4DqJdH6QPVCDH93i7crfF9dt/zI+sxq/I76kv1Lza3O+icab4Ld2VbYFmeA3g0f3Hc7uT9NuWdYo5eyV7PW14KPYgO0/uX37c0Pf+gfNf3Y6v6fD881w+FWi+GfZoClex//9zdaI2gYwqO9O+Mv2trb0Zi6ldgBqt3G+fb3zZs8faBGSYaz8FYhjDuRzus+G/f+j9NbRQdhu++or6W782P63bs7Pz7/uThhpbKtsA3OAK3rvzYf/O5HamgxbVHT1s49Qy29lL2atVoSHxVSA7RoyjtXCVAmBGh+TAd7AoAsIUBzo+2A3WzQMwBYEQI0N5r++o/ITwAJEKAAADMhQAEAZkKAAgDMhAAFAJgJAQoAMBMCFABgJgSogxfGnWoK/8Sb1iQKsek5Z8zgCaCBn/lAgDoYB0t4ZzQ0Lujbz6P2JbwFIAJ+5gMB6kAbbSb9nvS7P0bfnPAWgCj4mQ8EqIN+OKU/VhccixMG2y5vPG7YA/zMBwLUwTA7QT+W2L98Vr3z78ZYYv0odcMr+tTdaqTQTu/2/fd+98ye3VtfUfOBv3x2fvTMXygABX7mAwHqwDzCm179rA1Jq7/iE7QfnPned4EVnT/w3cFogDD4mQ8EqAOzj+m26au/+5tjPgXjldfa2PINb27U0s2g3T9oM3c5VtR84Bf1208Zxg4SwM98IEAdjIK+9+MwW5ZjRi/jFUvQ5iivBqX7+5+/rSaC2vN7qTkU7IlpASbgZz4QoA56Qd9tptsIzClrzLRgCtoMitz98aeboSmkvSUwwyxAGPzMBwLUgSmKruFwAL+NCDrMC3fbXO/8by9sQc0VIShcAH7mAwHqwC9o6hH+tep97+eDnQjKER5mg5/5QIA68As66WMypuvWe+DVFXVqfrjbfvJtbx8TgkIq+JkPBKiDgKD2WU7jlbNqffun76Bv3v9de0nIJ7X+lslZTgSFVPAzHwhQBwFBhw78T+xX2ovruovoXg9nST9RF9dVfeNovM5OXxGCwgXgZz4QoA5CgqobNP4yfeXNZ2f7/sMW9O6H86H84//+xnqLuSIEhQvAz3wgQAEAZkKAAgDMhAAFAJgJAQoAMBMCFABgJgQoAMBMCFAAgJkQoAAAMyFAAQBmQoACAMyEAAUAmAkBCgAwEwIUAGAmBCgAwEwIUACAmRCgAAAzIUABAGZCgAIAzERygD5vZyV4vncxAJzg5wEQG6CNnc8bcBQyBD+PgdQAVXY+V47uXRwAA/w8CEJ3ra5nq+jeBQLQwM+jIHPP2n5iKOQEfh4GkTt26ieGQj7g53GQuF9dfmIo5AJ+HgiBu/W5R1DOdUIO4OeREBigbj85xEMe4OeRELhXERRyBj+PhLy96mkh0UaCLMDPQyEvQH1+coiHHMDPQyFvpyIo5Ax+Hgp5OxVBIWfw81DI26kICjmDn4dC3k5FUMgZ/DwU8nYqZzkhZ/DzUMgLUK6zg6zBzyMhcK8iKOQMfh4JgXuVe40hZ/DzSAgMUEa7gazBzwMhcrcy3iLkDH4eB5n7lRG/IWfw8zAI3bHMOQM5g59HQeqeZdZDyBn8PAhidy3zbkPO4OcxEBugdefo2c7Tae+CADjAzwMgOUB7MBRyBj8LhgAF2Bb8LJgSAhRDIWvws1wIUICNwc9yIUABNgY/yyXfAFXnMJPei6FwbfATsfC7WAAAIABJREFU6mwD9MKr6BAUrgp+QkeeAXrpfRwICtcEP0GRZYBefidxVoa+aht3r/YuBmyFcD8v6XyACDkG6IyxbPIRtEnPVw1kaKmI9pNbTNclwwCdM5piNoKq9HylMnTv4sD6CPfzss4HiJDfJpw3nncmhurx2Ubo3gWCtZHt58WdDxAmuy04c0aZPAS185MELQ7Zfl4c/BAhuw04d07DHAyd5icJWhqi/ZxRbgiT3fYTLKgrP0nQwpDs56yCQ5DcNp+nhSShjfTKE6Cciy8IwX4y3fIW5BagPj8FHOLd+UkVtCgk+zmz4BAit60nWVACtHwk+0mAbkBuW0+uoJ4WPG34opDr5+zOBwhRToDubagvP6mCloRgP+eXHPzktvEEC0qAHgDBfhKgW5DbxlvQ0NhbUAL0AAj2kwDdguw23oKu7n0NJUAPgVw/CdAtyG7jyRWUAD0Ccv0kQLcgu4235HLfXQ3lLPwhEOsnZ+E3IbsAXXLDWZ5V0Pw2MSxArp9UQDcgw63nHPIgSb2NBQ2ONH86EaDHIFs/gyPNn/0kQDcgx63nGHTrlObehoaGR5o/l+/EvfAHIUs/wyPNN35yL/wW5BigrmFfT0mKbidocKT5U1c6RmM6CFn6qZfH4ycV0PXJc/M5dEgydDNBQyPNn4aiMR7oQcjPz0Aqan6Sn6uT6fZzNUh2NDQw0vxJ/+UwIv1ByM1Pfy6afpKfa5PvBpx2iScYuo2g/pqloafjRBLzGxdLTn56a5YTP+13MTfnQvINUAdxQzcR1Nu3aerZFs/qK1UhSoYegr38dOTn0DE78dOIT6sSDRcjKkD3MdR7dt3q9uoeGWfrxyRdvVSQIbv46T277vTT6HwYk3T1Uh0FYVsu2lW/gaDe6zvNzxpLpq4XpS/0eOzipzM/22urrKKpv1TnA32hayBtw8UMvWaA2gULLiNtQ8Ms9vDTF6B2wYLL4Oc85G23axuaeI97JD9J0KNwbT8T73GP5CcJOhOBmy1s6OqCpo2yFM1PEvQoXNtPT37aF4NGF8HPOUjcatc1NClAjSJxT+exubKfKQFqFIl7OldEYoCGO5r2CNBYByhV0ENxXT8TAjTWAUoVdDYyN1rI0CsG6KnDrnIQoEfnqn76A9TnJwG6HlI32vUMjQdoj1qAkZXhmn5GA9Tyk5GV10RqgAYMXVnQaB5amnrHBaUKeiSu5mc0Dyd++hN31YIdA7nbzGvotdrwlVUOAhQ0rudnOA6nfhKgKyJ4m13F0EAgDsM1WIsQoNBwNT+DcejwkwBdEcnbzNdVv5qg3RE7eFWSowgEKLRcyc/gVUkuPwnQFRG9zTyGriTo0PMeui7e8VkEKHRcy89gBXSyHAG6JsK32XaG6uctQ+OBTpfkLDz0XMnPS/KTs/CrIjxA3YYuFtS47KPWE7QfaMnXwRQ6iyR9W8PlXMnPMQTVQEtBP6mArof4jbaBobaedZ+g+lCfJ9dnh0/Di9/WcDlX8rNPz+HfkJ8E6HrI32iujqYlgk7tbDhHpjXY/OQGj8Fr7oWHkWv5+dwabN7vJ/fCr4j8AHUZOltQx8FdMUlFay5wfUlGY4KR6/g5ScWQn1RAV6OIrbaWoX49nUMkn7wLMh4oaFzFz2kgBvwkP9eijM3m6OyZtRL/YqFI9PaZkp/QcgU/A5Ho7TMlP5dTyHazBblY0NDBvQ41yj0LThr8F5YHimJzP72Ncp+f5Oc6lLLhbEsuMzSiZ3hiTveC1imnS0oD5bGtn8GJOX1+6m/Ez7kUs+UsUS4RNGJnHZyY07ugcdFTemGgTLb105mfkxNJBsZFT+mFAZNiAtRqJiULGju4tyTObGyjLrtPLAmUzZZ++gM0tJi67D6xJOCioACdY2iSnqGbMyMLn06rj14GUtnMz8DNmfi5MSUFqGFoihdJdtaxQenDn4Cg0LOZn578DLfhVSnwcxFFBahuaDPMV7CBknZwbwmNrxQ1FEGhx/Dzfuvn/cB7k/30Byh+bkxZATr6EOsiv0DPyAB14dUgKGgMOjTpeb/Bk6GX+RkIUPzclsICtBcicpFGsp2dx+ERPoOrQlDQGfy8P7Lcz1CA4uemlBagnS/By4STDu4nncgQyQgK6bR+3jdZ6mcwQPFzS8oL0NolVKW9GnHGULN7Y2yIZAyFdM5+3rdZ5mdsiGT83I4CAzR0X3DIToeZwxpDFdBwIwlBwWKan0OCzvUzVAHFzy0pMEC99wV7D+4BNdUqwwEaMhRBwcSVn22CLvAzHKD4uR3lBWj4vmDzvVEzFdEhksP1hhW+FZTCfU+A3l/gZ3SIZPzcivICNO22tlQ1+5UGK6B1xNBF3wfKwp2f5wRd5GewAlrj52YcKEC7ly80c1irKz/NW/M8K0NQ0PEGaPfyXD9jVQb83IbiAjR4X/AcNRWuIZJPKYbSRgINTwt+aMPP9tNRY8DP7SkuQMP3BS+QxTVEsrE+z7oRFDR8+dm24Rf56Whx4efmHClAl67ZMUSyZahzOQSFkUCALl2z4+47/NwaAjQd5xDJcUMRFEa2C1D3+A/4uS0E6EU4hkjW/HOriKAwsmGA1s4hkvFzUwjQxWjNJKeLCAoj2waoC/zckuICNHZf8AZEDKWXHkYCZ+G3+kj83JDiAjR6W9sWRA3d8LNBFpHrQDcBPzeDAF2FoKEICiN7BCh+bkZ5ARq9L3gTxnbQVEcEhRHvvfCbfip+bkR5ARq/L3gTAoYiKGh4R2PaFPzchgIDNDQe6JZohk5e2f7TQQyB8UC3BD+3oMQAdd4XfAW8hnKIB53QiPQbgp8bUGSAhudE2o6+mWQLiaBgEJwTaTvwc33KDNDYrJxb4TEUQcEkMivnVuDn6hQaoNF54bfCZ+gViwACiM0LvxX4uTKlBuhZCsd9wdf4WJehCAo2p/utn9dMz/Zj8XNVCg7QnRom6nOtwWz3KAnkDH4WAQG61QcnjGULBwY/i4AA3eaja9vQnYoCuYKfRVBsgJ6V2M+KiaEICib4WQYE6Eaf3nw4goIP/CwDAnSrjzcMRVAwwc8yIEC3K8BJu3nuZXvNyss9CwQ5kZmf+1xTVQClBqjZQtmpCL2hTXq+bCBDoSMrP/e6qr8ECNAty9BSq/R8qTJ030JBFuTl5y73lZZBqZsrB0GVoXp8thG6c6kgA3Lyc5+RTQqh1K21exfTUAw7P0lQyMrPfcbWK4VCN1YWB/iWaX6SoJCRn/uM7lwMhW6rbAR15ScJenjy8dORnyToBRS6qXIR9KUnQDkXf2xy8XOfGe5KggDdFHd+UgU9Otn46cxPqqDplLml1K2+exeDAAUn+fhJgC6kzC2Vi6CeFjxt+IOTi5+eFjxt+HQI0C3x5SdV0GOTjZ+e/KQKmkyZGyobQQlQcJCNnwToUorcUP20L3uXgwAFF/n4SYAupcgNlcsBngAFF/n4SYAupcgNlY+gBChMycdPAnQpRW6obATlLDw4yMZPzsIvpsQAzaaLietAwUFOflIBXUiJWyonQQlQsMnJTwJ0ISVuqYwE5V54mJCRn9wLvxQCdFsYjQlssvKTCugyCtxUysw8BGU8ULDIzE/ycxEFbqu8BGVEejDJzU/ycwkFbqzMBJ0kaIGbHC4gOz/JzwUUuLVy6mJqYVZO0MjQTz0+8fMiyttcuR3ga+aFB40M/WRe+PkQoNehyc4mPTMrFlydPP283/p5P7di5Q8Bel0yLRZcDfwsCgL0yuRaLrgS+FkUxQVoL0CuIuRaLrgO+FkWBOi1ybZgcA3wsywI0GuTbcHgGuBnWRCg1ybbgsE1wM+yKC1Ah92frwf5lgw2Bz8Lo9QAzdiCjIsGW4OfhUGAXp+cywbbgp+FQYBen5zLBtuCn4VRWIAK6GKqMy8cbAh+lgYBugNZFw42BD9LgwDdgawLBxuCn6VBgO5B3qWDzcDP0igrQMcdn7cCeZcOtgI/i4MA3YXMiwfbgJ/FQYDuQubFg23Az+IgQHch8+LBNuBncRQVoGL8FFBAWB/8LA8CdB+yLyCsD36WBwG6E/mXENYGP8uDAN2J/EsIa4Of5VFSgGr7XMDuF1BEWBX8LBACdC8EFBFWBT8LhADdCwFFhFXBzwIhQHdDQhlhRfCzQAoKUH2HS9j5EsoI64GfJUKA7oeIQsJa4GeJlBmgMna9jFLCSuBniRCgOyKkmLAK+Fki5QSouBaSmGLCGuBnkRCgOyKkmLAG+FkkBOieSCknLAc/i4QA3RMp5YTl4GeRFBOgxr4Ws+PFFBQWgp9lQoDuipiCwkLws0wI0F0RU1BYCH6WCQG6L3JKCovAzzIpJUCF+impqLAA/CwUAnRnJJUVZoOfhUKA7oykssJs8LNQCNC9EVVYmAl+FkohAWruZVH7XFRhYR74WSoE6N6IKizMAz9LhQDdHVmlhTngZ6mID9APWhAU8gQ/y0Z2gH6gMz4tbJcLKy4kg5/FIzpAP/jAbaiwPS6suJAKfpaP4ABVWt5v0RUVt8PFFRgSwM8jIDdANTtHRev6VdXwau/SXQSCFojHz+etn8/3Lt1F4KcfsQFq+9ka2qTnqwZZGbqRoC/b3+rLTdYNEZx+Nun5vEFWhuKnH8kBet9GpecrlaF7FzGdDQxt7HzZIN9Rkbj9fD6Cn0X4KWgvGkyO742fr0zkfLf1BVV2vlSOrr16iOD087mJnL2Cn16EFj0lPwtO0GjjR9ezVXRh+eAyUvKz4AQ9kJ9CS56Un4IS9BJBExo/tp+SDRVJUn4KSlD89CG04FNBXfkpJ0EvEDSh8TP1U7ChInH46chPOQmKnz5klnvaQnrlCVAp5+KTDU1o/Lj8lGuoRKZ+PvcEqJRz8fjpQWaxUyug5VVBExo/Lz2CSj7XKYzUCmh5VdDD+SllB5qUF6CJhqY0ftx+ij3ES6S8AMVPDzJLndqCL60Nn9T4KUtQkaS24Etrwx/QT5mlngjqy8+yqqBJjR/Pm8S2kSQy9dOTn2VVQY/op5j9Z3DQAE06dvveJPUQL5GDBugR/RRZ6MZQAvQYgsqEAD2KnyILPT3EFxCgcUPTGj+FCSqTiZ/yAxQ/nYgs9EEDNE29wgSVySED9JB+iiz09Epl+Wfh67ihhxRUJraf8s/C1/jpRGSh66mh4q8DrdcStLCznEKZ+Cm+AoqfTiTtQAMC1HfsLus6O6kQoMfwU2ap68mI39LvhW+JGHpIQaVi+Sn9XvgW/Jwis9QNlqGyR2PqiAia2Pgp615jsdh+iq+A4qcLWXvQwJr1UPR4oIqZh/ike+WkbQvx2H6Kz0/8dCC02C0nc9ptySPSK9YRtKjxFgVj+yk+P/FzitRyN5xMQ0+TOZHkTccaLnFy46egEb8FM/HTzk/8lO+nuIKP876fd+b5f52c57/O2LNynsQZOusQP92Hp3LmnJHGOO+7y089PvGzBD9lldyY970TtDWz/ef8f3teeHGGzrlSxOFn81vV3yFrL8vFmPfd4ac9Lzx+ivdTVNGnNczaFPT8H1VDVTv6AIY6/Sxn3m1JTGuYUz9VDRU/C/FTUoC6+jhPI7WytHe2RZqhF99w7NiB/Tqik8vCqrj6OPHTv44i/BQUoK6z7CddUCVpPfzdUJ6hscaPsC9cDK6z7Pg5Yw2ikBOgzus8zcP7eISvxRoaL22k8SPs+xaD8zpP/HSsQNT3jSEmQH13Gg3toVFQddVIv6eE7bGE0p4CjZ/Eb1tE8yknfHca4ae9eFl+SglQ773uhqCTS+/aZWUZmiKo/y1J37WUDvyM8N7rjp/WS4X5KSVAvaMtqZObvaDmzR8SDV0kaNI3LeYSkozwjraEn+YrpfmZefEG/AGqHeHt24/bS5jrujhDQ4LG11/ORcwZ4Q9Qh5/dS/jpRpafeZduIDDivNKw0VRLzzFC210mydBoUdf1M3dDRRAYcd72U3sRPx0I8zPrwo0E5jwam0N2fpoJuvdXSCdWVu/rKT/DkgZyyIfAnEeWn8aL+DlBmp85l00jJUAn8aki9CTN0LmCzvUzb0NFkBKgk/hUEYqfGuL8zLhoOoEA1Ts8nQH6wdAFJYRISZf4WdZgtvkQCFCtrukOUPwckednKQHaReUkP/sEPRVkqOfVtBOcTj+zPsSLIBqgXVQ6XsdPHXl+5lsyg7QAdeSnasTLMnSOoGnfTp6gMkgLUOcb8FNDnp/5lswgcBY+IUDruiRDfYImrLewKWXzIXAWPiFA8VMh0E8hAeq/DjTSgu9ekGZoqJwL/EydNxEuJhqgnhZ89wJ+dgj0M9uCWaQEqDM/VRW0HEOdLyV+MYGCCiElQD1vwc8BgX5mWzAL773wqQHa34ssw9ALBU39WgIFFYL3XvjUAMXPWqSf2RbMxhOg95MDVJShl93MkfylBAoqhcUBip8i/cy2YBOc44HevyBAux0p3VDHC+lfSaCgYnCOB2rEZCRA8VOin9kWzOZV5RiR/v5lAWoZmvOYgxcIesFPTuBZTik8rxwj0psxGQ1Qy8/7rZ/3d/pCYfBTISVAm/iczIlk5aQ3QMfVnIbBcXIfc9B/P0fqO13Iu85OCE18TuZEsnLSG6DjakY/m/Rs9c00Q/GzI9+SGfSTFevxWdk56b+QflxRb2j2Yw567+dIfKNz2cl83PkLKoN+smI9Pis7J/0X0o8rGv3UFMbPDDeAIt+S6VRjao7zvk+D0hugeiuiFVTAmIOJ19MlN5Da7y3vXmMRDFmpz/s+DUpvgE79tCTGz1zJcM9MMdru3bzvr2zFIvfCa/uxOb4LOMSlCZrqZ78FxI12IwEjLLt536eXNYXvhbf8nGic3x7Cz5aMizYQu4IplKCjn5qjIsYc9FyQbD9O8VP/8iK+uyxiVzCFEtTtp6MikN0+ws+WnMumiF5Dr4WlK0Dr08lUVMhRzn1FnfUwwU+zfiOi9i2K6DX0Wli6npv66chPIQl6PD+zLlxH9C5OvbbpGpG+uzZkQEo/S5KgCWuxLRbQ/yuK+DgiWm3TNSK95ed9T4Dmdi4ePxvyLl1LcoBOEvQDs4GkEHOmz3lNcuQNk/c7KgHZX4Egi+QAnSSox09nfsqogh7Pz8yLVyeNZGcE5gfTWTmLCVDbz4igTj3r/K+BFUXCSHZGYH4wnZWzmAA9oJ/Z7ZUJCWMp2wFqMKwo3IIX0YY3non56dOzJee7sGSRMJayHaBBPz0teBFt+AP6KTpAHR2eIUPV+jz5KaEKqj8R8TOoJ6xHaD65eHw6/PTkp4Qq6AH9zG6nTAhOyGnnp5akw7OJXaACAjTZz1MpegogOCGnnZ9akg7PJnaBCgjQI/qZ3U6ZEJvR2Kh+TqSbdtMLCtDASc2QfwXpKYDYjMZG9XPyHoefcgIUPwUHaHdDktUaclg3aSSVEqD+ZcqxUwKeAO1uSLL8dLxv6mchAepfpig/89spNq6z8Pot8eH8tEezC9ZA+0rAnl/XxHdZSGA0sazKfwBcZ+H1W+LD+WmPZhesgeJnfuQfoNMqqDUok2oFRQJ0aCIFzsJbvVEZ7GjrtOb4l28snCxKfSwmAWoNyjT6GQrQQbrAWXj8zA+BATp53O6WUA3U7GWKXgdqe7rjLncL6imSq6xiLgeRS3gY0PPjwU9fgFp+xlrw+JkRAgLUSkzHwPTNvvHlp3Eivt2JyRfS5yCqeWJzKJfrjdMSSrogWS5WYjoGpld+OvPTOBHf+RkL0B78zAABAWqNZuc6oRQP0HZF3U68+F74PT119Mu7SuAsmKhb4gRjjmbniMgqHqDtirq9ePG98Pi5IyKKXYXzs7+gyZOgH2izHrY7ce5oTLuIOu2Yd90A4iqNrEEZJKOFpmdkpsBJpOdTP9MqoBPwcwdklLqKBeh4Lt4ToIZSy8YcvG7LaSKo4/YPZxmEDQsmmjE2fUPbBc7EO/yclZ89+HlNhBS6CubnUAX1XUtvi7TKzruOqOfVftV2tH81NPOmpXAsJ21gWtlUQ1K60fx0BejEzwX5OYCf10BKmfsLP30BOmTlNEKtOWe61a2467YVtbHzq4bm34mf3s8TMmh0MfQXfvoCdMjKaYQ6/VyenwP4uSViitxdPB8d2m6aoGMfvc4GHdibiKrs/Eo5al834vsUKYNGl8Nz90xIds10mqA+P/X4xM9sEROgdZuhnvzUhrabJKh9q5xiu0so1hRV17NV1P4Y33JOP0Ue4uUwmck4KUE9fm43Lzx+romsEieNDfrBZJAmz9o2voh3BVFtP0dDI2ssR1BRJI0N+sFkkCbP2u63fm42Cih+roGsEqcG6Acp+Xkt5os69VMZGluNnEGjyyI1QD8wHuxcaPxcQoEBaiTo/n4OXOypy8/G0PjSkkacKom00en1BMVP4X7KKnDi9B4fGKOE7l1om1RRv/II+lVc7oIEFUXi9B4fGKOE7l1oG/y8BFkFTpxg7gN9aPq9y+wj2nJy+2l01PsoSFBRJE4w94E+NP3eZfaBn0kIK3DaFMddG/6DrP0c8Ip6qaDaKgoSVBbJAfqBPitn1uBnEGEFTpwjfrjtY+/yXoDtqaeF1LSRAksVJ6gsEqc4xs9i/BRWYO+98O4A3bu4cxgk8/h5NtRtpdbGKugspyy898K7A3Tv4s4BPw2EBainCmrf+SZVTp1EQT0LJx/gxY9omxfpAbp3SZeCny3SAtSZoJOxFwrwMyRowsJpgpYwom1mOMcDtZ/Az2L8FBegjgSdjl1TuKDho3tD2r3GRYxomxuOEeknz+BnMX7mWaogkzmRJvl5vwA/U5tIHk9TRrspY0Tb7IjNkdQG6N6FXA5+tmRZqAjWrJyu/CxA0PhZTn8nfZ0y3mIhI9rmhzUrpys/8bMUP3MsUxRjXvhpfpYRoMnX2Xk8jflXyoi2GWLMC+8AP+ti/MywSEm8ak/OvXLOg1TCOc560YXKrafhFlAxI9rmyfPWz+fOeZDwsyA/8yvRJfim8CjBT/+9xuHFRkVDffDljGibM74pPPCzGD9lB2jtCdC9i7UOHkHTxhtrDA1cBVLOgIxZ4wnQvYu1DvhZlxCg0xk8ShHUM96i78SmE3Ud8qQjX4ygsnHO4IGfI+L9zK5AF2InaEl++kb8vshQhdUBVdC9dHljJyh+uhHrp/QArdVdxVp8luOna86Z1s05irYM3U8ePzM8xAtH+anFJ376kednbuWZwQcmexdnVU72rIdq3tjZhirkCCof/LwcOX7mVp45lOtn3Ywaps273Vip1FxmqBxBCwA/L0aOn7mVZyYlylnXapbtr9qO9q/6x6Oh8xWVI2gZ4OdlyPEzt/KAxqBi/x/9z0WGyhEU8gU/CdCsGUysDUH75xcoKucsJ+QLfhKgOTN6WNuyLjZUzHV2kC34WROgGXPyCqr10M81VIygkCv42ZBdgaDH8HPySDN0jqJi7jWGXMHPBgI0VzQF9YdjD/3w8ixDpYx2A5mCny35lQhaTpagfkNnNpOEjLcIeYKfHRkWCRp0/4wntA768R1zFJUx4jfkCX525Fgm0P20Bd3OUFyAVPBTkWWh4DQ5wE8FNZpGsxSVMOsh5Ah+9uRZqsMzPcBP20zGu+YZKmDebcgR/OwhQHPENM9+zvVXPbevXo1oO2NJOCz4OUCAZsjJJaj7EG8ZOvO+D4ALwM8RAjQ/bO3sP4y/ijcUcgM/NQjQ/HD76ep3mrSLSlQUMgM/NQjQ7LCVczxvnt40316aoZAZ+KlDgObGxLjpXyFDZ/bVA6SBnwYEaG5MfHO9YF0gYi1RlqKQFfhpQIBmhi2Xu2F0IEMhK/DThADNi6ls8b+nraKiFIWMwE8LAjQvAgd439lPx1IlGQo5gZ8WBGhWOEzzvOjryh+fKcRQyAj8tCFAc2JqlVdQXyNpuPWtnIM85AJ+TiBAc8J1oPa9Orm+rrYGXyjEUMgH/JxAgGZE2M+4ofbwX0UYCtmAn1MI0Hxw+JQu6PnhdADaMg7ykAf46YAA3RltuC6HTBEljYeuKRAKMBR2BT/DEKB7YvUJTd9wgaCeSbjkKwq7gZ9RCNAdsfqELhXUeOydBnZqaO5j1EIm4GccAnQ/4pNmhdtE+uOXHkFf1lbflYBZEiAP8DMBAnQ3EqZtjQiqPeH2U61SO8hLmKcLsgA/UxBQxELx9AkZhNpE5uOgoKOhImaKhRzAzyTyL2GhePuEdGKCDk94WkiqjVT3iiZUKgAa8DON7AtYKKE+oZEEQd1H7qmBjaEplQqAGj+Tyb18pRJu0iiCdx4bz8QFPb81qVIBUONnMpkXr1jWElQ9lSJoWqUCoMbPZAjQXYj2CbWsK2jSbwKgxs908i5dsaQIFR+8YXyqXEFhD/AzlbxLVyxrC5pQY0irVADU+JkOAboLSYJGB2/QnosfvtN+EwA1fqaTdeHKBUEhZ/AzlawLVy5rCto+GT+FKVRQ2AP8TCXrwpVLUofPJYLG7xwRKijsAX6mknXhCibllGN8AEb9ydhtHEIFhV3Az0SyLlzBJAjqd9H9ZORGYqFnOWEX8DMRAnQfEm67SBfUY6i1b2VeZwe7gJ+J5F26gonf+HuxoJHBFGUKCvuAn2nkXbqSiQ49c4Gg/dPB4bxl3msMO4GfSRCguxEb/HCGoHVwQhmRo93AXuBnCpkXr2jCfUJRFVOeDn+gAD9hP/AzgdzLVzTBPqENBJU44jfsB37Gyb6ARRPqE7rQxHmGsvshAH5Gyb+EhePtE9pEUHmzHsK+4GcYAUU8KJe2hRINlTbvNmQKfrYQoJly8ZE8UdA6eCIUIA387CBAM+VyEdMNBVgKfnYQoJmCoJAz+NlBgGbKDA/LNBSyBD87CNBMQVDIGfzsIEDzZJaGRRoKOYKfCgI0TxAUcgY/FQRonvhdC13kUaKhkCP4qSBA88SjWuQy4wIFhSzBTwUBmidu1aI3uhVoKOQIfioI0Czx+BkdaqE8QSFH8LOHAM0Sp2gpg321C4q6Fw4Egp89BGiWuARNGm72dJLnDDwSAAAFR0lEQVQ2GgMIBD97CNAscQiaOOGBuPHAQCD42SP/G5SGp32TOOWWvBFpQRb4aSD+C5SFv32TNumrwDkRQBD4aSO9/GURaN8kCSpxVi6QA35OEF78sgi0bzwtJLONJHJeWBADfk6RXfqyCLVv2teq6muXf798dm5QPQp3Q9397x8Dn/y6uved6/m//+nD86p/90x76u6bd0JrgnLJz88GS8hr+0mAZkOwfRMQ9HXTqd8IFmhF/XwT1Moj6OubquOT8bkXFQF6TPLzs8US8tp+EqC5EG7fBAS9rd75LrCGdh0RrdyCvrmp3vtLXb/9pq0/dLyoCNBjkp+fLZaQV/eTAM2EyGUgQUEfhNbQrmOWoP1Cd99U7//aPnP3Q0WAHpMM/awnQu7gJwGaCZGzmAFBv1GC+tbQrGOOoHf9ioeXm86sfyBAD0l+ftYTIffwkwDNhIig7eFbCXpTffry0/Oh9ub79rmWcxu7+ql9cnD4p6YH89OfjPfU9V9/35wW+oP61LvmLNF7z5Sgr7W2us6bm/bl3z6t7n3xmgA9JDn6aQm5i58EaB5ELwMxBVVnd742BO35qV3w6/GRJugP6u+uTf7bZ92jfwoHqPL3t08//rUmQA9Jln5aQu7iJwGaB6H2zfCGQdCqOh/cv2/vCqn6lvaL89H9p+643rzp+/bhT+f/6k2k85v+8df67j9vumVuz4fsc8vnpgqc5Wzf1i39t7omQI9Jnn5aQu7hJwGaB1FBmyrAKOj3ysHvq5dK0DdNw6lboH3XTWPmy8bQ70dBz2/6ol1bV6fsj+jnp0MB+uam7wytCdCDkq+flpAE6DGJClrrgt70Kn5f9ed6XvR3KTfeKjG7N386nuV80Z9Or9tTo7f9w9tQgJ4/QHOSAD0k+fpJgEKdIuj5LVonvRK06k+Wn//7iVrHT02/0vfabcvDdXbNm9TKGlWnp9ld3H1j9DwRoIckXz8JUKiTBK2rqaDf9YL+9mml8X3TRT8V1HjTOz+eHypfA4I2+andiESAHpNs/SRAoSFlMIbXE0HvBQS90dcQEVRdp+TAzk8C9Jjk6icBCh0Jw4G9Vt1IStCqMgX9RF+HdoRv1jAIqodhgqDNdSRfGM8QoMckTz9rAhQ6kgS911w81wra/PtaE7T777iSoY/pa9WFr/qYHmgfGe9jevtpdc+6MpQAPSZZ+tm9RoBC0pQInUbjlAq6oOpazWElw1nOrgWuznLemna9iJzlbG7tsJ8nQI9Jjn6qTyVAoU4ZbVYdh9/cqLPihqDqYs2qbx2pa0mq/vqQ/jq77pjeLXR+2LaRPNfZnd80fZoAPSj5+dl/KgEKDdH5DoKCno/S1UfPuhvmvu7aSE1DSinYt4HUm/76Wff4tr3xw3enxwvXnZ0E6FHJzs/+UwlQaInNuBUW9O6H8Qxms+zX+k3Fb5rb6z7R3tR1bTbn2JsHznuNjXOin4yFIEAPSmZ+Dp9KgEJHZM7XsKB1/UszkM27H/9NdUP99OH5UX8K/ecbFYLDm9Tz/tFu3tyMxhOgkJufw6cSoKAIzHoIsDv4OYGNkBX+ebcB9gc/bQjQ3BgvAwHID/w0IEABAGZCgAIAzIQABQCYCQEKADATAhQAYCYEKADATAhQAICZEKAAADMhQAEAZkKAAgDMhAAFAJgJAQoAMBMCFABgJgQoAMBMCFAAgJkQoAAAMyFAAQBmQoACAMyEAAUAmAkBCgAwEwIUAGAmBCgAwEwIUACAmRCgAAAzIUABAGZCgAIAzIQABQCYCQEKADATAhQAYCYEKADATAhQAICZ/P911mOwfOIwKwAAAABJRU5ErkJggg==" alt="Virus Spread in Networks with Cliques" width="100%" />
<p class="caption">
Virus Spread in Networks with Cliques
</p>
</div>
</div>
<div id="table-3-grocery-eligibility-dates-by-state" class="section level2">
<h2>Table 3: Grocery Eligibility Dates by State</h2>
<pre class="r"><code>read.csv(&quot;./data/state_data1.csv&quot;, header=TRUE) %&gt;% mutate(grocery_elig=ymd(grocery_elig)) %&gt;% select(State, Date=grocery_elig,Gov_Rep) %&gt;% arrange(Date) %&gt;%  
  mutate(State=ifelse(Gov_Rep==1,paste0(State,&quot;*&quot;),State)) %&gt;%
  group_by(Date) %&gt;% 
  summarise(States=paste(State, collapse=&quot;, &quot;)) %&gt;%
  mutate(Date=format(Date, &quot;%b %d&quot;), ) %&gt;% kable(caption = &quot;Grocery Eligibility Dates by State&quot;,align=&#39;ll&#39;) %&gt;%
  kable_paper(&quot;hover&quot;, full_width = F) %&gt;%
   kableExtra::add_footnote(&quot;Republican-governed states.&quot;, notation = &quot;symbol&quot;, escape=FALSE,threeparttable=TRUE) </code></pre>
<table class=" lightable-paper lightable-hover" style="font-family: &quot;Arial Narrow&quot;, arial, helvetica, sans-serif; width: auto !important; margin-left: auto; margin-right: auto;">
<caption>
Grocery Eligibility Dates by State
</caption>
<thead>
<tr>
<th style="text-align:left;">
Date
</th>
<th style="text-align:left;">
States
</th>
</tr>
</thead>
<tbody>
<tr>
<td style="text-align:left;">
Jan 08
</td>
<td style="text-align:left;">
New Mexico
</td>
</tr>
<tr>
<td style="text-align:left;">
Jan 11
</td>
<td style="text-align:left;">
New York, Virginia
</td>
</tr>
<tr>
<td style="text-align:left;">
Jan 20
</td>
<td style="text-align:left;">
Nebraska*
</td>
</tr>
<tr>
<td style="text-align:left;">
Jan 21
</td>
<td style="text-align:left;">
Kansas
</td>
</tr>
<tr>
<td style="text-align:left;">
Jan 25
</td>
<td style="text-align:left;">
Illinois, Maryland*
</td>
</tr>
<tr>
<td style="text-align:left;">
Feb 08
</td>
<td style="text-align:left;">
Alabama*
</td>
</tr>
<tr>
<td style="text-align:left;">
Feb 18
</td>
<td style="text-align:left;">
District of Columbia
</td>
</tr>
<tr>
<td style="text-align:left;">
Feb 24
</td>
<td style="text-align:left;">
Wyoming*
</td>
</tr>
<tr>
<td style="text-align:left;">
Mar 01
</td>
<td style="text-align:left;">
California, Kentucky, Wisconsin
</td>
</tr>
<tr>
<td style="text-align:left;">
Mar 02
</td>
<td style="text-align:left;">
Nevada
</td>
</tr>
<tr>
<td style="text-align:left;">
Mar 03
</td>
<td style="text-align:left;">
Alaska*, North Carolina
</td>
</tr>
<tr>
<td style="text-align:left;">
Mar 05
</td>
<td style="text-align:left;">
Colorado
</td>
</tr>
<tr>
<td style="text-align:left;">
Mar 08
</td>
<td style="text-align:left;">
Arkansas<em>, North Dakota</em>, South Carolina*
</td>
</tr>
<tr>
<td style="text-align:left;">
Mar 09
</td>
<td style="text-align:left;">
Oklahoma*
</td>
</tr>
<tr>
<td style="text-align:left;">
Mar 10
</td>
<td style="text-align:left;">
Minnesota
</td>
</tr>
<tr>
<td style="text-align:left;">
Mar 15
</td>
<td style="text-align:left;">
Hawaii, Idaho<em>, Missouri</em>
</td>
</tr>
<tr>
<td style="text-align:left;">
Mar 16
</td>
<td style="text-align:left;">
Mississippi<em>, West Virginia</em>
</td>
</tr>
<tr>
<td style="text-align:left;">
Mar 17
</td>
<td style="text-align:left;">
Washington
</td>
</tr>
<tr>
<td style="text-align:left;">
Mar 22
</td>
<td style="text-align:left;">
Louisiana, Massachusetts<em>, Oregon, South Dakota</em>
</td>
</tr>
<tr>
<td style="text-align:left;">
Mar 24
</td>
<td style="text-align:left;">
Arizona<em>, Utah</em>
</td>
</tr>
<tr>
<td style="text-align:left;">
Mar 25
</td>
<td style="text-align:left;">
Georgia*
</td>
</tr>
<tr>
<td style="text-align:left;">
Mar 29
</td>
<td style="text-align:left;">
New Jersey, Ohio<em>, Texas</em>
</td>
</tr>
<tr>
<td style="text-align:left;">
Mar 31
</td>
<td style="text-align:left;">
Indiana*
</td>
</tr>
<tr>
<td style="text-align:left;">
Apr 01
</td>
<td style="text-align:left;">
Montana*
</td>
</tr>
<tr>
<td style="text-align:left;">
Apr 02
</td>
<td style="text-align:left;">
New Hampshire*
</td>
</tr>
<tr>
<td style="text-align:left;">
Apr 05
</td>
<td style="text-align:left;">
Connecticut, Florida<em>, Iowa</em>, Michigan, Tennessee*
</td>
</tr>
<tr>
<td style="text-align:left;">
Apr 06
</td>
<td style="text-align:left;">
Delaware
</td>
</tr>
<tr>
<td style="text-align:left;">
Apr 07
</td>
<td style="text-align:left;">
Maine
</td>
</tr>
<tr>
<td style="text-align:left;">
Apr 12
</td>
<td style="text-align:left;">
Pennsylvania
</td>
</tr>
<tr>
<td style="text-align:left;">
Apr 19
</td>
<td style="text-align:left;">
Rhode Island, Vermont*
</td>
</tr>
</tbody>
<tfoot>
<tr>
<td style="padding: 0; border:0;" colspan="100%">
<sup>*</sup> Republican-governed states.
</td>
</tr>
</tfoot>
</table>
</div>
<div id="table-4-determinants-of-eligibility-date-for-grocery-employees-and-individuals-aged-65-and-over" class="section level2">
<h2>Table 4: Determinants of Eligibility Date for Grocery Employees and
Individuals Aged 65 and Over</h2>
<pre class="r"><code>d&lt;-read.csv(&quot;./data/state_data1.csv&quot;, header=TRUE) %&gt;% mutate(grocery_elig=ymd(grocery_elig))
d[,22:35]&lt;-lapply(d[,22:35], function (x) mdy(x))
d[,(ncol(d)+1):(ncol(d)+14)]&lt;-lapply(d[,22:35], function (x) x-ymd(&quot;2020-12-01&quot;))
d[,(ncol(d)-13):(ncol(d))]&lt;-lapply(d[,(ncol(d)-13):(ncol(d))], function (x) as.numeric(x, &quot;days&quot;))

summary(m1&lt;-coxph(Surv(num_days) ~ GDP_cap+median_age1519+log(totpop1519)+perc_unemploy1519+percBA1519+I(grocemp_pc*100)+Gov_Rep+biden_marg+urb2010+perclatino1519+percblack1519+log(Cum_covid), data= d))</code></pre>
<pre><code>## Call:
## coxph(formula = Surv(num_days) ~ GDP_cap + median_age1519 + log(totpop1519) + 
##     perc_unemploy1519 + percBA1519 + I(grocemp_pc * 100) + Gov_Rep + 
##     biden_marg + urb2010 + perclatino1519 + percblack1519 + log(Cum_covid), 
##     data = d)
## 
##   n= 51, number of events= 51 
## 
##                           coef  exp(coef)   se(coef)      z Pr(&gt;|z|)  
## GDP_cap              2.637e-02  1.027e+00  1.489e-02  1.771   0.0766 .
## median_age1519      -1.475e-01  8.628e-01  1.230e-01 -1.200   0.2303  
## log(totpop1519)      3.448e-02  1.035e+00  5.400e-01  0.064   0.9491  
## perc_unemploy1519    7.611e+00  2.021e+03  1.115e+01  0.682   0.4950  
## percBA1519           9.986e+00  2.172e+04  1.349e+01  0.740   0.4593  
## I(grocemp_pc * 100) -1.315e+00  2.685e-01  1.480e+00 -0.889   0.3742  
## Gov_Rep             -7.516e-01  4.716e-01  4.634e-01 -1.622   0.1048  
## biden_marg          -7.820e-01  4.575e-01  1.839e+00 -0.425   0.6707  
## urb2010             -3.156e+00  4.261e-02  1.466e+00 -2.153   0.0313 *
## perclatino1519       3.027e+00  2.063e+01  2.296e+00  1.318   0.1874  
## percblack1519        4.017e-01  1.494e+00  2.545e+00  0.158   0.8746  
## log(Cum_covid)       1.384e-01  1.148e+00  5.564e-01  0.249   0.8036  
## ---
## Signif. codes:  0 &#39;***&#39; 0.001 &#39;**&#39; 0.01 &#39;*&#39; 0.05 &#39;.&#39; 0.1 &#39; &#39; 1
## 
##                     exp(coef) exp(-coef) lower .95 upper .95
## GDP_cap             1.027e+00  9.740e-01 9.972e-01 1.057e+00
## median_age1519      8.628e-01  1.159e+00 6.780e-01 1.098e+00
## log(totpop1519)     1.035e+00  9.661e-01 3.592e-01 2.983e+00
## perc_unemploy1519   2.021e+03  4.948e-04 6.468e-07 6.316e+12
## percBA1519          2.172e+04  4.604e-05 7.101e-08 6.643e+15
## I(grocemp_pc * 100) 2.685e-01  3.725e+00 1.477e-02 4.881e+00
## Gov_Rep             4.716e-01  2.120e+00 1.902e-01 1.170e+00
## biden_marg          4.575e-01  2.186e+00 1.245e-02 1.681e+01
## urb2010             4.261e-02  2.347e+01 2.410e-03 7.534e-01
## perclatino1519      2.063e+01  4.846e-02 2.291e-01 1.859e+03
## percblack1519       1.494e+00  6.692e-01 1.018e-02 2.193e+02
## log(Cum_covid)      1.148e+00  8.708e-01 3.859e-01 3.418e+00
## 
## Concordance= 0.706  (se = 0.041 )
## Likelihood ratio test= 22.65  on 12 df,   p=0.03
## Wald test            = 20.51  on 12 df,   p=0.06
## Score (logrank) test = 23.22  on 12 df,   p=0.03</code></pre>
<pre class="r"><code>summary(m2&lt;-coxph(Surv(`Date.adults.ages.65..became.eligible.for.COVID.19.vaccination.1`) ~ GDP_cap+median_age1519+log(totpop1519)+perc_unemploy1519+percBA1519+I(grocemp_pc*100)+Gov_Rep+biden_marg+urb2010+perclatino1519+percblack1519+log(Cum_covid), data= d))</code></pre>
<pre><code>## Call:
## coxph(formula = Surv(Date.adults.ages.65..became.eligible.for.COVID.19.vaccination.1) ~ 
##     GDP_cap + median_age1519 + log(totpop1519) + perc_unemploy1519 + 
##         percBA1519 + I(grocemp_pc * 100) + Gov_Rep + biden_marg + 
##         urb2010 + perclatino1519 + percblack1519 + log(Cum_covid), 
##     data = d)
## 
##   n= 51, number of events= 51 
## 
##                           coef  exp(coef)   se(coef)      z Pr(&gt;|z|)   
## GDP_cap              2.808e-02  1.028e+00  1.532e-02  1.833   0.0668 . 
## median_age1519       1.306e-01  1.140e+00  1.502e-01  0.870   0.3843   
## log(totpop1519)      1.563e+00  4.773e+00  6.941e-01  2.252   0.0243 * 
## perc_unemploy1519   -1.846e+01  9.626e-09  1.074e+01 -1.719   0.0856 . 
## percBA1519          -8.673e-01  4.201e-01  1.119e+01 -0.078   0.9382   
## I(grocemp_pc * 100) -1.551e+00  2.121e-01  1.505e+00 -1.030   0.3029   
## Gov_Rep              7.770e-02  1.081e+00  3.713e-01  0.209   0.8343   
## biden_marg          -3.636e+00  2.635e-02  1.880e+00 -1.934   0.0531 . 
## urb2010             -1.263e+00  2.827e-01  1.821e+00 -0.694   0.4877   
## perclatino1519       4.255e+00  7.045e+01  2.478e+00  1.717   0.0860 . 
## percblack1519        7.096e+00  1.207e+03  2.627e+00  2.702   0.0069 **
## log(Cum_covid)      -9.660e-01  3.806e-01  6.128e-01 -1.576   0.1149   
## ---
## Signif. codes:  0 &#39;***&#39; 0.001 &#39;**&#39; 0.01 &#39;*&#39; 0.05 &#39;.&#39; 0.1 &#39; &#39; 1
## 
##                     exp(coef) exp(-coef) lower .95 upper .95
## GDP_cap             1.028e+00  9.723e-01 9.981e-01 1.060e+00
## median_age1519      1.140e+00  8.775e-01 8.490e-01 1.530e+00
## log(totpop1519)     4.773e+00  2.095e-01 1.225e+00 1.861e+01
## perc_unemploy1519   9.626e-09  1.039e+08 6.974e-18 1.329e+01
## percBA1519          4.201e-01  2.380e+00 1.257e-10 1.404e+09
## I(grocemp_pc * 100) 2.121e-01  4.714e+00 1.110e-02 4.052e+00
## Gov_Rep             1.081e+00  9.252e-01 5.220e-01 2.238e+00
## biden_marg          2.635e-02  3.795e+01 6.614e-04 1.050e+00
## urb2010             2.827e-01  3.538e+00 7.972e-03 1.002e+01
## perclatino1519      7.045e+01  1.419e-02 5.475e-01 9.066e+03
## percblack1519       1.207e+03  8.282e-04 7.015e+00 2.078e+05
## log(Cum_covid)      3.806e-01  2.627e+00 1.145e-01 1.265e+00
## 
## Concordance= 0.72  (se = 0.039 )
## Likelihood ratio test= 22.3  on 12 df,   p=0.03
## Wald test            = 19.51  on 12 df,   p=0.08
## Score (logrank) test = 21.07  on 12 df,   p=0.05</code></pre>
<pre class="r"><code>modelsummary(list(&quot;Grocery&quot;=m1, &quot;Age 65 Plus&quot;=m2), estimate=&quot;{estimate}{stars} ({std.error})&quot;, statistic=NULL, 
             gof_omit=&#39;logLik|BIC|AIC&#39;,
          fmt=3,
          caption=&quot;Determinants of Eligibility Date for Grocery Employees and Individuals Aged 65 and Over&quot;,
          coef_rename=c(&quot;GDP_cap&quot;=&quot;GDP/cap&quot;, 
                       &quot;median_age1519&quot;=&quot;Median Age&quot;,
                       &quot;log(totpop1519)&quot;=&quot;State Population, logged&quot;,
                       &quot;perc_unemploy1519&quot;=&quot;Unemployment Rate&quot;,
                       &quot;percBA1519&quot;=&quot;Percent BA Degree&quot;,
                       &quot;I(grocemp_pc*100)&quot;=&quot;Grocery Employees, % Population&quot;,
                       &quot;Gov_rep&quot;=&quot;Republican Governor&quot;,
                       &quot;urb2010&quot;=&quot;Urbanization&quot;,
                       &quot;percblack1519&quot;=&quot;Percent Black&quot;,
                       &quot;perclatino1519&quot;=&quot;Percent Latino&quot;,
                       &quot;biden_marg&quot;=&quot;Biden&#39;s Margin&quot;,
                       &quot;log(Cum_covid)&quot;=&quot;Cum. Covid-19 Cases, logged&quot;))</code></pre>
<table class="table" style="width: auto !important; margin-left: auto; margin-right: auto;">
<caption>
Determinants of Eligibility Date for Grocery Employees and Individuals
Aged 65 and Over
</caption>
<thead>
<tr>
<th style="text-align:left;">
</th>
<th style="text-align:center;">
Grocery
</th>
<th style="text-align:center;">
 Age 65 Plus
</th>
</tr>
</thead>
<tbody>
<tr>
<td style="text-align:left;">
GDP/cap
</td>
<td style="text-align:center;">
0.026+ (0.015)
</td>
<td style="text-align:center;">
0.028+ (0.015)
</td>
</tr>
<tr>
<td style="text-align:left;">
Median Age
</td>
<td style="text-align:center;">
−0.148 (0.123)
</td>
<td style="text-align:center;">
0.131 (0.150)
</td>
</tr>
<tr>
<td style="text-align:left;">
State Population, logged
</td>
<td style="text-align:center;">
0.034 (0.540)
</td>
<td style="text-align:center;">
1.563* (0.694)
</td>
</tr>
<tr>
<td style="text-align:left;">
Unemployment Rate
</td>
<td style="text-align:center;">
7.611 (11.155)
</td>
<td style="text-align:center;">
−18.459+ (10.738)
</td>
</tr>
<tr>
<td style="text-align:left;">
Percent BA Degree
</td>
<td style="text-align:center;">
9.986 (13.493)
</td>
<td style="text-align:center;">
−0.867 (11.189)
</td>
</tr>
<tr>
<td style="text-align:left;">
I(grocemp_pc * 100)
</td>
<td style="text-align:center;">
−1.315 (1.480)
</td>
<td style="text-align:center;">
−1.551 (1.505)
</td>
</tr>
<tr>
<td style="text-align:left;">
Gov_Rep
</td>
<td style="text-align:center;">
−0.752 (0.463)
</td>
<td style="text-align:center;">
0.078 (0.371)
</td>
</tr>
<tr>
<td style="text-align:left;">
Biden’s Margin
</td>
<td style="text-align:center;">
−0.782 (1.839)
</td>
<td style="text-align:center;">
−3.636+ (1.880)
</td>
</tr>
<tr>
<td style="text-align:left;">
Urbanization
</td>
<td style="text-align:center;">
−3.156* (1.466)
</td>
<td style="text-align:center;">
−1.263 (1.821)
</td>
</tr>
<tr>
<td style="text-align:left;">
Percent Latino
</td>
<td style="text-align:center;">
3.027 (2.296)
</td>
<td style="text-align:center;">
4.255+ (2.478)
</td>
</tr>
<tr>
<td style="text-align:left;">
Percent Black
</td>
<td style="text-align:center;">
0.402 (2.545)
</td>
<td style="text-align:center;">
7.096** (2.627)
</td>
</tr>
<tr>
<td style="text-align:left;box-shadow: 0px 1px">
Cum. Covid-19 Cases, logged
</td>
<td style="text-align:center;box-shadow: 0px 1px">
0.138 (0.556)
</td>
<td style="text-align:center;box-shadow: 0px 1px">
−0.966 (0.613)
</td>
</tr>
<tr>
<td style="text-align:left;">
Num.Obs.
</td>
<td style="text-align:center;">
51
</td>
<td style="text-align:center;">
51
</td>
</tr>
<tr>
<td style="text-align:left;">
RMSE
</td>
<td style="text-align:center;">
0.91
</td>
<td style="text-align:center;">
0.98
</td>
</tr>
</tbody>
</table>
</div>
<div id="figure-6-decision-making-timelines-for-california-and-oregon.-the-dotdashed-horizontal-line-shows-the-timing-of-the-change-in-the-cdc-guidelines." class="section level2">
<h2>Figure 6: Decision-Making Timelines for California and Oregon. The
dot–dashed horizontal line shows the Timing of the Change in the CDC
Guidelines.</h2>
<pre class="r"><code>OR&lt;-data.frame(State=&quot;Oregon&quot;, 
               date=c(ymd(&quot;2020-12-16&quot;),ymd(&quot;2020-12-31&quot;),ymd(&quot;2021-01-14&quot;), ymd(&quot;2021-01-25&quot;), ymd(&quot;2021-03-22&quot;)), 
               event=c(&quot;Phase 1a \n Starts&quot;,&quot;Gov. Forms \n VAC&quot;, &quot;VAC makes \n recommendations \n for Phase 1b&quot;,&quot;Phase 1b \n Starts&quot;, &quot;Grocery \n Workers  \n Eligible&quot;), 
               disloc=c(.5,.5,4,1,1))

CA&lt;-data.frame(State=&quot;California&quot;, 
               date=c(ymd(&quot;2020-11-23&quot;), ymd(&quot;2020-12-16&quot;), ymd(&quot;2020-12-23&quot;),ymd(&quot;2021-01-04&quot;),ymd(&quot;2021-01-13&quot;),ymd(&quot;2021-03-01&quot;)), 
               event=c(&quot;Gov. Forms \n VAC&quot;,&quot;Phase 1a \n Starts&quot;,&quot;VAC makes \n recommendations \n for Phase 1b&quot;,&quot;Gov. Announces \n Make-up of Phases 1b and 1c&quot;, &quot;Phase 1b \n Starts&quot;, &quot;Grocery \n Workers \n Eligible&quot;),
               disloc=c(-1,-.5,-3,-5,-.5,-.5) )

data &lt;- rbind.data.frame(OR,CA)  %&gt;% arrange(date) %&gt;% mutate(X=as.numeric(ymd(&quot;2020-11-23&quot;)- date , &quot;days&quot;), 
                                                              disloc1=ifelse(State==&quot;Oregon&quot;, disloc+3.5, disloc))


myb&lt;-sort(c(unique(data$X)[-c(6:7)],-50), decreasing =T)
myl&lt;-sort(c(unique(data$date)[-c(6:7)],ymd(&quot;2021-01-12&quot;))) 

ggplot() +
    geom_segment(data=data, aes(x = X,y = disloc, xend = X, yend = 0, color=State)) +
    geom_segment(data=data, aes(x =3, y = 0, xend = min(X)-10, yend = 0), arrow = arrow(length = unit(x = 0.2,units = &#39;cm&#39;),type = &#39;closed&#39;)) +
    geom_text(data=data, aes(x = X,y = disloc1,label = event, color=State), show.legend=FALSE, size=3.5,lineheight = .8,hjust = 1.0,vjust = .8,parse = FALSE) +
    geom_point(data=data, aes(x = X,y = disloc, color=State)) +
    geom_segment(aes(x = -50,y = -8, xend = -50,yend = 7), linetype=6, color=&quot;black&quot;, size=.5) +
   geom_text(aes(x=-57, y=-8.5, label=&quot;Change \n in CDC \n Guidelines&quot;), size=3.5, color=&quot;black&quot;) +
    scale_x_continuous(&quot;&quot;, breaks = myb,labels = format(myl,format=&quot;%b-%d&quot;)) +
    scale_y_continuous(&quot;&quot;, limits=c(-9,8)) +
    theme_bw() +
    coord_flip()+
    theme(axis.text.x = element_blank(),axis.text.y = element_text(size=10),axis.ticks = element_blank(),axis.title.x = element_blank(),axis.title.y = element_blank(), panel.grid.major = element_blank(), panel.grid.minor = element_blank(),panel.border = element_blank())+
  guides(fill = guide_legend(reverse = TRUE))+
  theme(legend.position=&#39;bottom&#39;, legend.direction=&#39;horizontal&#39;) </code></pre>
<div class="figure" style="text-align: center">
<img src="data:image/png;base64,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" alt="Decision-Making Timelines for California and Oregon. The dot--dashed horizontal line shows the Timing of the Change in the CDC Guidelines." width="480" />
<p class="caption">
Decision-Making Timelines for California and Oregon. The dot–dashed
horizontal line shows the Timing of the Change in the CDC Guidelines.
</p>
</div>
</div>
<div id="figure-7-prioritization-timelines-for-california-and-oregon.-the-dashed-vertical-line-shows-the-data-of-open-vaccine-eligibility-in-both-states." class="section level2">
<h2>Figure 7: Prioritization Timelines for California and Oregon. The
dashed vertical line shows the data of open vaccine eligibility in both
states.</h2>
<pre class="r"><code>d&lt;-read.csv(&quot;./data/state_data1.csv&quot;, header=TRUE)
d[,22:35]&lt;-lapply(d[,22:35], function (x) mdy(x))
d[,(ncol(d)+1):(ncol(d)+14)]&lt;-lapply(d[,22:35], function (x) x-ymd(&quot;2020-12-01&quot;))
d[,(ncol(d)-13):(ncol(d))]&lt;-lapply(d[,(ncol(d)-13):(ncol(d))], function (x) as.numeric(x, &quot;days&quot;))

mynames&lt;-names(d)
mynames[22:35]&lt;-paste0(&quot;Date &quot;,c(&quot;Age 80 Plus&quot;,&quot;Age 75 Plus&quot;,&quot;Age 70 Plus&quot;,&quot;Age 65 Plus&quot;,&quot;Age 60 Plus&quot;,&quot;Age 55 Plus&quot;,&quot;Age 50 Plus&quot;,&quot;Age 45 Plus&quot;,&quot;Age 40 Plus&quot;,&quot;Age 30 Plus&quot;,&quot;K-12&quot;,&quot;Grocery and Agriculture&quot;,&quot;Incarcerated&quot;,&quot;General Public&quot;))
names(d)&lt;-mynames
d[,(ncol(d)+1):(ncol(d)+14)]&lt;-lapply(d[,22:35], function (x) x- ymd(&quot;2021-04-19&quot;))
d[,(ncol(d)-13):(ncol(d))]&lt;-lapply(d[,(ncol(d)-13):(ncol(d))], function (x) as.numeric(x, &quot;days&quot;))

mynames&lt;-names(d)
mynames[(ncol(d)-13):(ncol(d))]&lt;-c(&quot;Age 80 Plus&quot;,&quot;Age 75 Plus&quot;,&quot;Age 70 Plus&quot;,&quot;Age 65 Plus&quot;,&quot;Age 60 Plus&quot;,&quot;Age 55 Plus&quot;,&quot;Age 50 Plus&quot;,&quot;Age 45 Plus&quot;,&quot;Age 40 Plus&quot;,&quot;Age 30 Plus&quot;,&quot;K-12&quot;,&quot;Grocery and Agriculture&quot;,&quot;Incarcerated&quot;,&quot;General Public&quot;)
names(d)&lt;-mynames


mylabs&lt;-subset(d, State %in% c(&quot;California&quot;,&quot;Oregon&quot;)) %&gt;% select(State,&quot;Date Age 80 Plus&quot;, &quot;Date Age 75 Plus&quot;, &quot;Date Age 70 Plus&quot;,&quot;Date Age 65 Plus&quot;,&quot;Date Age 60 Plus&quot;,&quot;Date Age 55 Plus&quot;,&quot;Date Age 50 Plus&quot;,&quot;Date Age 45 Plus&quot;,&quot;Date Age 40 Plus&quot;,&quot;Date Age 30 Plus&quot;,&quot;Date K-12&quot;,&quot;Date Grocery and Agriculture&quot;, &quot;Date Incarcerated&quot;,&quot;Date General Public&quot;)

subset(d, State %in% c(&quot;California&quot;,&quot;Oregon&quot;)) %&gt;% select(State,&quot;General Public&quot;,&quot;Age 50 Plus&quot;,&quot;Grocery and Agriculture&quot;,&quot;Incarcerated&quot;,&quot;K-12&quot;,&quot;Age 65 Plus&quot;,&quot;Age 70 Plus&quot;,&quot;Age 75 Plus&quot;,&quot;Age 80 Plus&quot;) %&gt;% 
  pivot_longer(cols=2:10, values_to=&quot;Days&quot;, names_to=&quot;Group&quot;) %&gt;%
  mutate(Group=factor(Group, levels = c(&quot;General Public&quot;,&quot;Age 50 Plus&quot;,&quot;Incarcerated&quot;,&quot;Grocery and Agriculture&quot;,&quot;K-12&quot;,&quot;Age 65 Plus&quot;,&quot;Age 70 Plus&quot;,&quot;Age 75 Plus&quot;,&quot;Age 80 Plus&quot;)), State=factor(State, levels=c(&quot;Oregon&quot;, &quot;California&quot;))) %&gt;%
  ggplot()+ geom_bar(aes(x=Group, y=Days-30, fill=State), stat=&quot;identity&quot;, position = &quot;dodge&quot;)+
  geom_hline(yintercept=-30, linetype=2, size=1, color=&quot;black&quot;)+ 
  scale_y_continuous(&quot;&quot;,limits=c(-145,0),breaks=c(-138,-107,-79,-48,-18),labels=format(c(ymd(&quot;2021-01-01&quot;),ymd(&quot;2021-02-01&quot;),ymd(&quot;2021-03-01&quot;),ymd(&quot;2021-04-01&quot;),ymd(&quot;2021-05-01&quot;)), format=&quot;%b-%d&quot;))+
  scale_x_discrete(&quot;&quot;)+
  scale_fill_manual(values=c(&quot;#00BFC4&quot;,&quot;#F8766D&quot;))+
  coord_flip(clip = &quot;off&quot;)+
  theme_bw()+
  guides(fill = guide_legend(reverse = TRUE))+
  theme(legend.position=&#39;bottom&#39;, legend.direction=&#39;horizontal&#39;) </code></pre>
<div class="figure" style="text-align: center">
<img src="data:image/png;base64,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" alt="Prioritization Timelines for California and Oregon. The dashed vertical line shows the data of open vaccine eligibility in both states." width="672" height="100%" />
<p class="caption">
Prioritization Timelines for California and Oregon. The dashed vertical
line shows the data of open vaccine eligibility in both states.
</p>
</div>
<p>##Table 5: The Effect of Vaccine Eligibility to Grocery Employees on
Covid-19 Hospitalizations (logged)</p>
<pre class="r"><code>mydata&lt;-read.csv(&quot;./data/CAOR_data.csv&quot;, header=TRUE) %&gt;% mutate(Date=ymd(Date)) %&gt;% filter(Date&lt;ymd(&quot;2021-03-29&quot;)+weeks(4) &amp; Date&gt;ymd(&quot;2020-12-16&quot;)) %&gt;% select(-c(&quot;grocery_day&quot;))  

mydata&lt;- mydata %&gt;% filter(Date==ymd(&quot;2020-12-17&quot;)) %&gt;% 
  select(State, County, lnCumHosp1000_pre=lnCumHosp1000,CumHosp_pre=CumHosp,CumCovid_pre=Cum_covid,lnCumCovid1000_pre=lnCumCovid1000) %&gt;%  
  left_join(mydata, by=c(&quot;State&quot;,&quot;County&quot;))


tomatch&lt;-mydata %&gt;% filter(Date==ymd(&quot;2020-12-17&quot;)) %&gt;% select(State, County,GDP_co_2019,ln_GDP_co_2019,ln_totpop1519,totpop1519,perc_unemploy1519,percBA1519,urb2010,percblack1519,perc_otherrace1519,perclatino1519,perc_foreign1519,Bidenmarg, age_65plus_prop, indoor_dine,
                           CumCovid_pre,lnCumCovid1000_pre) 

todrop&lt;-c(&quot;State&quot;,&quot;County&quot;,&quot;totpop1519&quot;,&quot;GDP_co_2019&quot;,&quot;CumCovid_pre&quot;,&quot;grocery_wkrs100&quot;, &quot;age_65plus_prop&quot;, &quot;indoor_dine&quot;,&quot;CumHosp_pre&quot;,&quot;lnCumHosp1000_pre&quot;)
mat1 &lt;- cem(treatment = &quot;State&quot;,
            cutpoints=list(ln_GDP_co_2019=4,
                           ln_totpop1519=6,
                           perc_unemploy1519=2,
                           percBA1519=2, 
                           urb2010=2,
                           percblack1519=3,
                           perc_otherrace1519=3,
                           perclatino1519=2, 
                           perc_foreign1519=2,
                          Bidenmarg=4),
            baseline.group = &quot;Oregon&quot;,
            drop=todrop,data = tomatch, keep.all = TRUE)</code></pre>
<pre><code>## 
## Using &#39;State&#39;=&#39;Oregon&#39; as baseline group</code></pre>
<pre class="r"><code>matches&lt;-tomatch[mat1$matched==TRUE,] %&gt;% mutate(matched=&quot;TRUE&quot;) %&gt;% select(State,County,matched)
matched_data1&lt;-mydata %&gt;% left_join(matches, by=c(&quot;State&quot;,&quot;County&quot;)) %&gt;% filter(matched==TRUE)

mydata &lt;- mydata %&gt;% mutate(grocery=ifelse(State==&quot;California&quot; &amp; Date&gt;=ymd(&quot;2021-03-01&quot;)+weeks(4), 1,0),
         grocery_day=time_length(interval(ymd(&quot;2021-03-01&quot;)+weeks(4),Date),unit=&quot;day&quot;),
         grocery_day=ifelse(Date&lt;ymd(&quot;2021-03-01&quot;)+weeks(4),0,grocery_day),
         State_grocery_day=State_dum*grocery_day)

matched_data1 &lt;- matched_data1 %&gt;% mutate(grocery=ifelse(State==&quot;California&quot; &amp; Date&gt;=ymd(&quot;2021-03-01&quot;)+weeks(4), 1,0),
         grocery_day=time_length(interval(ymd(&quot;2021-03-01&quot;)+weeks(4),Date),unit=&quot;day&quot;),
         grocery_day=ifelse(Date&lt;ymd(&quot;2021-03-01&quot;)+weeks(4),0,grocery_day),
         State_grocery_day=State_dum*grocery_day)


m1_all_hosp&lt;-lm(ln_Hosp7~grocery_day+State_dum+State_grocery_day+lnCumHosp1000_pre+ln_GDP_co_2019+ln_totpop1519+perc_unemploy1519+percBA1519+urb2010+percblack1519+perclatino1519+perc_otherrace1519+perc_foreign1519+Bidenmarg+ age_65plus_prop+ indoor_dine+lag14_lnNewCasescap1000, data=mydata)

m1_matched_hosp&lt;-lm(ln_Hosp7~grocery_day+State_dum+State_grocery_day+lnCumHosp1000_pre+ln_GDP_co_2019+ln_totpop1519+perc_unemploy1519+percBA1519+urb2010+percblack1519+perclatino1519+perc_otherrace1519+perc_foreign1519+Bidenmarg+ age_65plus_prop+ indoor_dine+lag14_lnNewCasescap1000, data=matched_data1)


modelsummary(list(&quot;Full Sample&quot;=m1_all_hosp, &quot;Matched Sample&quot;=m1_matched_hosp), estimate=&quot;{estimate}{stars} ({std.error})&quot;, statistic=NULL, 
             gof_omit=&#39;logLik|BIC|AIC&#39;,
          fmt=3,
          caption=&quot;The Effect of Vaccine Eligibility to Grocery Employees on Covid-19 Hospitalizations (logged)&quot;,
          coef_rename=c(&quot;grocery_day&quot;=&quot;Day of Treatment&quot;, 
                       &quot;State_dum&quot;=&quot;California&quot;,
                       &quot;State_grocery_day&quot;=&quot;California*Day of Treatment&quot;,
                       &quot;lnCumHosp1000_pre&quot;=&quot;Cumulative Hospitalizations, logged&quot;,
                       &quot;ln_GDP_co_2019&quot;=&quot;County GDP, logged&quot;,
                       &quot;ln_totpop1519&quot;=&quot;County Population, logged&quot;,
                       &quot;perc_unemploy1519&quot;=&quot;Unemployment Rate&quot;,
                       &quot;percBA1519&quot;=&quot;Percent BA Degree&quot;,
                       &quot;urb2010&quot;=&quot;Urbanization&quot;,
                       &quot;percblack1519&quot;=&quot;Percent Black&quot;,
                       &quot;perclatino1519&quot;=&quot;Percent Latino&quot;,
                       &quot;perc_otherrace1519&quot;=&quot;Percent Other Race&quot;,
                       &quot;perc_foreign1519&quot;=&quot;Percent Foreign&quot;,
                       &quot;Bidenmarg&quot;=&quot;Biden&#39;s Margin&quot;,
                       &quot;grocery_wkrs100&quot;=&quot;Grocery Wkrs, per 100 res.&quot;,
                       &quot;age_65plus_prop&quot;=&quot;Prop. Aged 65+&quot;,
                       &quot;indoor_dine&quot;=&quot;Indoor Dining Ban&quot;,
                       &quot;lag3_lnHosp1000&quot;=&quot;Lagged DV&quot;,
                       &quot;(Intercept)&quot;=&quot;Constant&quot;))</code></pre>
<table class="table" style="width: auto !important; margin-left: auto; margin-right: auto;">
<caption>
The Effect of Vaccine Eligibility to Grocery Employees on Covid-19
Hospitalizations (logged)
</caption>
<thead>
<tr>
<th style="text-align:left;">
</th>
<th style="text-align:center;">
Full Sample
</th>
<th style="text-align:center;">
Matched Sample
</th>
</tr>
</thead>
<tbody>
<tr>
<td style="text-align:left;">
Constant
</td>
<td style="text-align:center;">
−7.339*** (0.173)
</td>
<td style="text-align:center;">
0.366 (0.423)
</td>
</tr>
<tr>
<td style="text-align:left;">
Day of Treatment
</td>
<td style="text-align:center;">
0.004** (0.001)
</td>
<td style="text-align:center;">
0.008*** (0.002)
</td>
</tr>
<tr>
<td style="text-align:left;">
California
</td>
<td style="text-align:center;">
0.484*** (0.022)
</td>
<td style="text-align:center;">
0.555*** (0.036)
</td>
</tr>
<tr>
<td style="text-align:left;">
California*Day of Treatment
</td>
<td style="text-align:center;">
−0.054*** (0.002)
</td>
<td style="text-align:center;">
−0.046*** (0.003)
</td>
</tr>
<tr>
<td style="text-align:left;">
Cumulative Hospitalizations, logged
</td>
<td style="text-align:center;">
0.497*** (0.007)
</td>
<td style="text-align:center;">
0.389*** (0.015)
</td>
</tr>
<tr>
<td style="text-align:left;">
County GDP, logged
</td>
<td style="text-align:center;">
0.150*** (0.021)
</td>
<td style="text-align:center;">
−0.012 (0.083)
</td>
</tr>
<tr>
<td style="text-align:left;">
County Population, logged
</td>
<td style="text-align:center;">
0.571*** (0.019)
</td>
<td style="text-align:center;">
−0.031 (0.106)
</td>
</tr>
<tr>
<td style="text-align:left;">
Unemployment Rate
</td>
<td style="text-align:center;">
−0.040*** (0.002)
</td>
<td style="text-align:center;">
−0.037*** (0.011)
</td>
</tr>
<tr>
<td style="text-align:left;">
Percent BA Degree
</td>
<td style="text-align:center;">
0.006* (0.003)
</td>
<td style="text-align:center;">
0.086*** (0.005)
</td>
</tr>
<tr>
<td style="text-align:left;">
Urbanization
</td>
<td style="text-align:center;">
0.004*** (0.000)
</td>
<td style="text-align:center;">
0.014*** (0.001)
</td>
</tr>
<tr>
<td style="text-align:left;">
Percent Black
</td>
<td style="text-align:center;">
0.070*** (0.003)
</td>
<td style="text-align:center;">
−0.033 (0.036)
</td>
</tr>
<tr>
<td style="text-align:left;">
Percent Latino
</td>
<td style="text-align:center;">
0.016*** (0.001)
</td>
<td style="text-align:center;">
0.044*** (0.005)
</td>
</tr>
<tr>
<td style="text-align:left;">
Percent Other Race
</td>
<td style="text-align:center;">
0.023*** (0.001)
</td>
<td style="text-align:center;">
0.057*** (0.005)
</td>
</tr>
<tr>
<td style="text-align:left;">
Percent Foreign
</td>
<td style="text-align:center;">
−0.012*** (0.002)
</td>
<td style="text-align:center;">
−0.038*** (0.011)
</td>
</tr>
<tr>
<td style="text-align:left;">
Biden’s Margin
</td>
<td style="text-align:center;">
−0.011*** (0.000)
</td>
<td style="text-align:center;">
−0.008*** (0.002)
</td>
</tr>
<tr>
<td style="text-align:left;">
Prop. Aged 65+
</td>
<td style="text-align:center;">
7.042*** (0.237)
</td>
<td style="text-align:center;">
3.320* (1.692)
</td>
</tr>
<tr>
<td style="text-align:left;">
Indoor Dining Ban
</td>
<td style="text-align:center;">
0.641*** (0.022)
</td>
<td style="text-align:center;">
−0.346*** (0.069)
</td>
</tr>
<tr>
<td style="text-align:left;box-shadow: 0px 1px">
lag14_lnNewCasescap1000
</td>
<td style="text-align:center;box-shadow: 0px 1px">
0.097*** (0.004)
</td>
<td style="text-align:center;box-shadow: 0px 1px">
0.087*** (0.006)
</td>
</tr>
<tr>
<td style="text-align:left;">
Num.Obs.
</td>
<td style="text-align:center;">
12220
</td>
<td style="text-align:center;">
2990
</td>
</tr>
<tr>
<td style="text-align:left;">
R2
</td>
<td style="text-align:center;">
0.909
</td>
<td style="text-align:center;">
0.879
</td>
</tr>
<tr>
<td style="text-align:left;">
R2 Adj.
</td>
<td style="text-align:center;">
0.909
</td>
<td style="text-align:center;">
0.878
</td>
</tr>
<tr>
<td style="text-align:left;">
Log.Lik.
</td>
<td style="text-align:center;">
−11820.348
</td>
<td style="text-align:center;">
−2119.924
</td>
</tr>
<tr>
<td style="text-align:left;">
RMSE
</td>
<td style="text-align:center;">
0.64
</td>
<td style="text-align:center;">
0.49
</td>
</tr>
</tbody>
</table>
</div>
<div id="figure-8-marginal-effect-of-vaccine-eligibility-to-grocery-workers-on-hospitalizations.-error-bars-represent-95-cis." class="section level2">
<h2>Figure 8: Marginal Effect of Vaccine Eligibility to Grocery Workers
On Hospitalizations. Error bars represent 95% CIs.</h2>
<pre class="r"><code>grocery_day=seq(from=min(mydata$grocery_day),to=max(mydata$grocery_day), by=1)

marg_state&lt;-m1_all_hosp$coef[3]+m1_all_hosp$coef[4]*grocery_day
se_state&lt;-sqrt(vcov(m1_all_hosp)[3,3]+vcov(m1_all_hosp)[4,4]*(grocery_day^2)+2*grocery_day*vcov(m1_all_hosp)[3,4])

p&lt;-ggplot(data=cbind.data.frame(grocery_day,marg_state,se_state)) + geom_point(aes(x=grocery_day, y=marg_state))  + 
  geom_errorbar(aes(x=grocery_day, ymin=marg_state-2*se_state, ymax=marg_state+2*se_state), width=.1) +
  geom_hline(aes(yintercept=0))+
 scale_y_continuous(&quot;Marginal Effect of California&quot;, limits=c(-.7,.65), breaks=seq(from=-.7,to=.7, by=.2)) +
  ggtitle(&quot;Full Sample (Model 1)&quot;)+
  scale_x_continuous(&quot;Day of Treatment&quot;, limits=c(0,20))+
  theme_bw()+
  theme(plot.title = element_text(size = 9, face = &quot;plain&quot;))

# (Matched Sample):
grocery_day=seq(from=min(matched_data1$grocery_day),to=max(matched_data1$grocery_day), by=1)

marg_state&lt;-m1_matched_hosp$coef[3]+m1_matched_hosp$coef[4]*grocery_day
se_state&lt;-sqrt(vcov(m1_matched_hosp)[3,3]+vcov(m1_matched_hosp)[4,4]*(grocery_day^2)+2*grocery_day*vcov(m1_matched_hosp)[3,4])

p1&lt;-ggplot(data=cbind.data.frame(grocery_day,marg_state,se_state)) + geom_point(aes(x=grocery_day, y=marg_state))  + 
  geom_errorbar(aes(x=grocery_day, ymin=marg_state-2*se_state, ymax=marg_state+2*se_state), width=.1) +
  geom_hline(aes(yintercept=0))+
  scale_y_continuous(&quot;&quot;, limits=c(-.7,.65), breaks=seq(from=-.7,to=.7, by=.2)) +
  ggtitle(&quot;Matched Sample (Model 2)&quot;)+
  scale_x_continuous(&quot;Day of Treatment&quot;, limits=c(0,20))+
  theme_bw()+
  theme(plot.title = element_text(size = 9, face = &quot;plain&quot;))

myfig&lt;-ggarrange(p+ rremove(&quot;ylab&quot;) + rremove(&quot;xlab&quot;),
                 p1+ rremove(&quot;ylab&quot;) + rremove(&quot;xlab&quot;),
                 ncol=2, nrow=1, common.legend = TRUE, legend=&quot;bottom&quot;)
annotate_figure(myfig, left = &quot;Marginal Effect of California&quot;,
                bottom = &quot;Day of Treatment&quot;)</code></pre>
<div class="figure">
<img src="data:image/png;base64,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" alt="Marginal Effect of Vaccine Eligibility to Grocery Workers On Hospitalizations. Error bars represent 95\% CIs." width="672" />
<p class="caption">
Marginal Effect of Vaccine Eligibility to Grocery Workers On
Hospitalizations. Error bars represent 95% CIs.
</p>
</div>
</div>
<div id="table-6-the-effect-of-vaccine-eligibility-to-grocery-employees-on-covid-19-deaths-logged" class="section level2">
<h2>Table 6: The Effect of Vaccine Eligibility to Grocery Employees on
Covid-19 Deaths (logged)</h2>
<pre class="r"><code>mydata&lt;-read.csv(&quot;./data/CAOR_data.csv&quot;, header=TRUE) %&gt;% mutate(Date=ymd(Date)) %&gt;% filter(Date&gt;ymd(&quot;2020-12-16&quot;))
mydata&lt;- mydata %&gt;% filter(Date==ymd(&quot;2020-12-17&quot;)) %&gt;% 
  select(State, County, lnCumDeaths1000_pre=lnCumDeaths1000,Cum_deaths_pre=Cum_deaths,CumCovid_pre=Cum_covid,lnCumCovid1000_pre=lnCumCovid1000) %&gt;%  
  left_join(mydata, by=c(&quot;State&quot;,&quot;County&quot;))

tomatch&lt;-mydata %&gt;% filter(Date==ymd(&quot;2020-12-17&quot;)) %&gt;% select(State, County,GDP_co_2019,ln_GDP_co_2019,ln_totpop1519,totpop1519,perc_unemploy1519,percBA1519,urb2010,percblack1519,perc_otherrace1519,perclatino1519,perc_foreign1519,Bidenmarg, age_65plus_prop, indoor_dine,
                           CumCovid_pre,lnCumCovid1000_pre) 

todrop&lt;-c(&quot;State&quot;,&quot;County&quot;,&quot;totpop1519&quot;,&quot;GDP_co_2019&quot;,&quot;CumCovid_pre&quot;,&quot;grocery_wkrs100&quot;, &quot;age_65plus_prop&quot;, &quot;indoor_dine&quot;,&quot;CumHosp_pre&quot;,&quot;lnCumHosp1000_pre&quot;)
mat1 &lt;- cem(treatment = &quot;State&quot;,
            cutpoints=list(ln_GDP_co_2019=4,
                           ln_totpop1519=6,
                           perc_unemploy1519=2,
                           percBA1519=2, 
                           urb2010=2,
                           percblack1519=3,
                           perc_otherrace1519=3,
                           perclatino1519=2, 
                           perc_foreign1519=2,
                          Bidenmarg=4),
            baseline.group = &quot;Oregon&quot;,
            drop=todrop,data = tomatch, keep.all = TRUE)</code></pre>
<pre><code>## 
## Using &#39;State&#39;=&#39;Oregon&#39; as baseline group</code></pre>
<pre class="r"><code>matches&lt;-tomatch[mat1$matched==TRUE,] %&gt;% mutate(matched=&quot;TRUE&quot;) %&gt;% select(State,County,matched)
matched_data1&lt;-mydata %&gt;% left_join(matches, by=c(&quot;State&quot;,&quot;County&quot;)) %&gt;% filter(matched==TRUE)


mydata &lt;- mydata %&gt;% mutate(grocery=ifelse(State==&quot;California&quot; &amp; Date&gt;=ymd(&quot;2021-03-01&quot;)+weeks(6),1,0),    grocery_day=time_length(interval(ymd(&quot;2021-03-01&quot;)+weeks(6),Date),unit=&quot;day&quot;),
         grocery_day=ifelse(Date&lt;ymd(&quot;2021-03-01&quot;)+weeks(6),0,grocery_day), 
         State_grocery_day=State_dum*grocery_day)

matched_data1 &lt;- matched_data1 %&gt;% mutate(grocery=ifelse(State==&quot;California&quot; &amp; Date&gt;=ymd(&quot;2021-03-01&quot;)+weeks(6),1,0),    grocery_day=time_length(interval(ymd(&quot;2021-03-01&quot;)+weeks(6),Date),unit=&quot;day&quot;),
         grocery_day=ifelse(Date&lt;ymd(&quot;2021-03-01&quot;)+weeks(6),0,grocery_day), 
         State_grocery_day=State_dum*grocery_day)


m1_all_deaths&lt;-lm(ln_Deaths7~grocery_day+State_dum+State_grocery_day+lnCumDeaths1000_pre+ln_GDP_co_2019+ln_totpop1519+perc_unemploy1519+percBA1519+urb2010+percblack1519+perclatino1519+perc_otherrace1519+perc_foreign1519+Bidenmarg+ age_65plus_prop+ indoor_dine
                  +lag28_lnNewCasescap1000, 
                  data=mydata)

m1_matched_deaths&lt;-lm(ln_Deaths7~grocery_day+State_dum+State_grocery_day
                      +lnCumDeaths1000_pre+ln_GDP_co_2019+ln_totpop1519+perc_unemploy1519+percBA1519+urb2010+percblack1519+perclatino1519+perc_otherrace1519+perc_foreign1519+Bidenmarg+ age_65plus_prop+ indoor_dine+lag28_lnNewCasescap1000
                      , data=matched_data1)


modelsummary(list(&quot;Full Sample&quot;=m1_all_deaths, &quot;Matched Sample&quot;=m1_matched_deaths), estimate=&quot;{estimate}{stars} ({std.error})&quot;, statistic=NULL, 
             gof_omit=&#39;logLik|BIC|AIC&#39;,
          fmt=3,
          caption=&quot;The Effect of Vaccine Eligibility to Grocery Employees on Covid-19 Deaths (logged)&quot;,
          coef_rename=c(&quot;grocery_day&quot;=&quot;Day of Treatment&quot;, 
                       &quot;State_dum&quot;=&quot;California&quot;,
                       &quot;State_grocery_day&quot;=&quot;California*Day of Treatment&quot;,
                       &quot;lnCumDeaths1000_pre&quot;=&quot;Cumulative Deaths, logged&quot;,
                       &quot;ln_GDP_co_2019&quot;=&quot;County GDP, logged&quot;,
                       &quot;ln_totpop1519&quot;=&quot;County Population, logged&quot;,
                       &quot;perc_unemploy1519&quot;=&quot;Unemployment Rate&quot;,
                       &quot;percBA1519&quot;=&quot;Percent BA Degree&quot;,
                       &quot;urb2010&quot;=&quot;Urbanization&quot;,
                       &quot;percblack1519&quot;=&quot;Percent Black&quot;,
                       &quot;perclatino1519&quot;=&quot;Percent Latino&quot;,
                       &quot;perc_otherrace1519&quot;=&quot;Percent Other Race&quot;,
                       &quot;perc_foreign1519&quot;=&quot;Percent Foreign&quot;,
                       &quot;Bidenmarg&quot;=&quot;Biden&#39;s Margin&quot;,
                       &quot;grocery_wkrs100&quot;=&quot;Grocery Wkrs, per 100 res.&quot;,
                       &quot;age_65plus_prop&quot;=&quot;Prop. Aged 65+&quot;,
                       &quot;indoor_dine&quot;=&quot;Indoor Dining Ban&quot;,
                       &quot;lag3_lnHosp1000&quot;=&quot;Lagged DV&quot;,
                       &quot;(Intercept)&quot;=&quot;Constant&quot;))</code></pre>
<table class="table" style="width: auto !important; margin-left: auto; margin-right: auto;">
<caption>
The Effect of Vaccine Eligibility to Grocery Employees on Covid-19
Deaths (logged)
</caption>
<thead>
<tr>
<th style="text-align:left;">
</th>
<th style="text-align:center;">
Full Sample
</th>
<th style="text-align:center;">
Matched Sample
</th>
</tr>
</thead>
<tbody>
<tr>
<td style="text-align:left;">
Constant
</td>
<td style="text-align:center;">
−5.522*** (0.108)
</td>
<td style="text-align:center;">
−1.092*** (0.233)
</td>
</tr>
<tr>
<td style="text-align:left;">
Day of Treatment
</td>
<td style="text-align:center;">
−0.002*** (0.000)
</td>
<td style="text-align:center;">
−0.003*** (0.001)
</td>
</tr>
<tr>
<td style="text-align:left;">
California
</td>
<td style="text-align:center;">
0.198*** (0.014)
</td>
<td style="text-align:center;">
−0.027 (0.022)
</td>
</tr>
<tr>
<td style="text-align:left;">
California*Day of Treatment
</td>
<td style="text-align:center;">
−0.013*** (0.001)
</td>
<td style="text-align:center;">
−0.004*** (0.001)
</td>
</tr>
<tr>
<td style="text-align:left;">
Cumulative Deaths, logged
</td>
<td style="text-align:center;">
0.181*** (0.007)
</td>
<td style="text-align:center;">
0.020 (0.012)
</td>
</tr>
<tr>
<td style="text-align:left;">
County GDP, logged
</td>
<td style="text-align:center;">
0.123*** (0.014)
</td>
<td style="text-align:center;">
−0.077 (0.049)
</td>
</tr>
<tr>
<td style="text-align:left;">
County Population, logged
</td>
<td style="text-align:center;">
0.280*** (0.013)
</td>
<td style="text-align:center;">
0.179** (0.062)
</td>
</tr>
<tr>
<td style="text-align:left;">
Unemployment Rate
</td>
<td style="text-align:center;">
−0.009*** (0.001)
</td>
<td style="text-align:center;">
−0.019** (0.006)
</td>
</tr>
<tr>
<td style="text-align:left;">
Percent BA Degree
</td>
<td style="text-align:center;">
0.018*** (0.002)
</td>
<td style="text-align:center;">
0.010*** (0.003)
</td>
</tr>
<tr>
<td style="text-align:left;">
Urbanization
</td>
<td style="text-align:center;">
−0.002*** (0.000)
</td>
<td style="text-align:center;">
0.002*** (0.000)
</td>
</tr>
<tr>
<td style="text-align:left;">
Percent Black
</td>
<td style="text-align:center;">
0.043*** (0.002)
</td>
<td style="text-align:center;">
0.111*** (0.021)
</td>
</tr>
<tr>
<td style="text-align:left;">
Percent Latino
</td>
<td style="text-align:center;">
0.009*** (0.001)
</td>
<td style="text-align:center;">
0.015*** (0.003)
</td>
</tr>
<tr>
<td style="text-align:left;">
Percent Other Race
</td>
<td style="text-align:center;">
0.013*** (0.001)
</td>
<td style="text-align:center;">
−0.008** (0.003)
</td>
</tr>
<tr>
<td style="text-align:left;">
Percent Foreign
</td>
<td style="text-align:center;">
−0.002+ (0.001)
</td>
<td style="text-align:center;">
0.008 (0.006)
</td>
</tr>
<tr>
<td style="text-align:left;">
Biden’s Margin
</td>
<td style="text-align:center;">
−0.008*** (0.000)
</td>
<td style="text-align:center;">
−0.005*** (0.001)
</td>
</tr>
<tr>
<td style="text-align:left;">
Prop. Aged 65+
</td>
<td style="text-align:center;">
3.657*** (0.160)
</td>
<td style="text-align:center;">
3.922*** (0.919)
</td>
</tr>
<tr>
<td style="text-align:left;">
Indoor Dining Ban
</td>
<td style="text-align:center;">
0.423*** (0.015)
</td>
<td style="text-align:center;">
−0.031 (0.036)
</td>
</tr>
<tr>
<td style="text-align:left;box-shadow: 0px 1px">
lag28_lnNewCasescap1000
</td>
<td style="text-align:center;box-shadow: 0px 1px">
0.017*** (0.003)
</td>
<td style="text-align:center;box-shadow: 0px 1px">
0.026*** (0.003)
</td>
</tr>
<tr>
<td style="text-align:left;">
Num.Obs.
</td>
<td style="text-align:center;">
15604
</td>
<td style="text-align:center;">
3818
</td>
</tr>
<tr>
<td style="text-align:left;">
R2
</td>
<td style="text-align:center;">
0.685
</td>
<td style="text-align:center;">
0.436
</td>
</tr>
<tr>
<td style="text-align:left;">
R2 Adj.
</td>
<td style="text-align:center;">
0.685
</td>
<td style="text-align:center;">
0.434
</td>
</tr>
<tr>
<td style="text-align:left;">
Log.Lik.
</td>
<td style="text-align:center;">
−10777.194
</td>
<td style="text-align:center;">
−1043.614
</td>
</tr>
<tr>
<td style="text-align:left;">
RMSE
</td>
<td style="text-align:center;">
0.48
</td>
<td style="text-align:center;">
0.32
</td>
</tr>
</tbody>
</table>
</div>
<div id="figure-9-marginal-effect-of-vaccine-eligibility-to-grocery-workers-on-covid-19-deaths.-error-bars-represent-95-cis." class="section level2">
<h2>Figure 9: Marginal Effect of Vaccine Eligibility to Grocery Workers
On Covid-19 Deaths. Error bars represent 95% CIs.</h2>
<pre class="r"><code>grocery_day=seq(from=min(mydata$grocery_day),to=max(mydata$grocery_day), by=1)

marg_state&lt;-m1_all_deaths$coef[3]+m1_all_deaths$coef[4]*grocery_day
se_state&lt;-sqrt(vcov(m1_all_deaths)[3,3]+vcov(m1_all_deaths)[4,4]*(grocery_day^2)+2*grocery_day*vcov(m1_all_deaths)[3,4])

p&lt;-ggplot(data=cbind.data.frame(grocery_day,marg_state,se_state)) + geom_point(aes(x=grocery_day, y=marg_state))  + 
  geom_errorbar(aes(x=grocery_day, ymin=marg_state-2*se_state, ymax=marg_state+2*se_state), width=.1) +
  geom_hline(aes(yintercept=0))+
  scale_y_continuous(&quot;Marginal Effect of California&quot;, limits=c(-.17,.25)) +
  ggtitle(&quot;Full Sample (Model 1)&quot;)+
  scale_x_continuous(&quot;Day of Treatment&quot;, limits=c(0,20))+
  theme_bw()+
  theme(plot.title = element_text(size = 9, face = &quot;plain&quot;))


grocery_day=seq(from=min(matched_data1$grocery_day),to=max(matched_data1$grocery_day), by=1)

marg_state&lt;-m1_matched_deaths$coef[3]+m1_matched_deaths$coef[4]*grocery_day
se_state&lt;-sqrt(vcov(m1_matched_deaths)[3,3]+vcov(m1_matched_deaths)[4,4]*(grocery_day^2)+2*grocery_day*vcov(m1_matched_deaths)[3,4])

p1&lt;-ggplot(data=cbind.data.frame(grocery_day,marg_state,se_state)) + geom_point(aes(x=grocery_day, y=marg_state))  + 
  geom_errorbar(aes(x=grocery_day, ymin=marg_state-2*se_state, ymax=marg_state+2*se_state), width=.1) +
  geom_hline(aes(yintercept=0))+
  scale_y_continuous(&quot;&quot;, limits=c(-.17,.25)) +
  ggtitle(&quot;Matched Sample (Model 2)&quot;)+
  scale_x_continuous(&quot;Day of Treatment&quot;, limits=c(0,20))+
  theme_bw()+
  theme(plot.title = element_text(size = 9, face = &quot;plain&quot;))

myfig&lt;-ggarrange(p+ rremove(&quot;ylab&quot;) + rremove(&quot;xlab&quot;),
                 p1+ rremove(&quot;ylab&quot;) + rremove(&quot;xlab&quot;),
                 ncol=2, nrow=1, common.legend = TRUE, legend=&quot;bottom&quot;)
annotate_figure(myfig, left = &quot;Marginal Effect of California&quot;,
                bottom = &quot;Day of Treatment&quot;)</code></pre>
<div class="figure">
<img src="data:image/png;base64,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" alt="Marginal Effect of Vaccine Eligibility to Grocery Workers On Covid-19 Deaths. Error bars represent 95\% CIs." width="672" />
<p class="caption">
Marginal Effect of Vaccine Eligibility to Grocery Workers On Covid-19
Deaths. Error bars represent 95% CIs.
</p>
</div>
</div>
<div id="table-7-the-effect-of-vaccine-eligibility-to-grocery-employees-on-new-daily-covid-19-cases-logged" class="section level2">
<h2>Table 7: The Effect of Vaccine Eligibility to Grocery Employees on
New Daily Covid-19 Cases (logged)</h2>
<pre class="r"><code>mydata&lt;-read.csv(&quot;./data/CAOR_data.csv&quot;, header=TRUE) %&gt;% mutate(Date=ymd(Date)) %&gt;% filter(Date&lt;ymd(&quot;2021-03-29&quot;)+weeks(2) &amp; Date&gt;ymd(&quot;2020-12-16&quot;))

mydata %&gt;% filter(Date==ymd(&quot;2020-12-17&quot;)) %&gt;% 
  select(State, County, lnCumCovid1000_pre=lnCumCovid1000,CumCovid_pre=Cum_covid) %&gt;%  
  left_join(mydata, by=c(&quot;State&quot;,&quot;County&quot;)) -&gt; mydata


tomatch&lt;-mydata %&gt;%  filter(Date==ymd(&quot;2020-12-17&quot;)) %&gt;% select(State, County, GDP_co_2019,ln_GDP_co_2019,ln_totpop1519,totpop1519,perc_unemploy1519,percBA1519,urb2010,percblack1519,perc_otherrace1519,perclatino1519,perc_foreign1519,Bidenmarg, grocery_wkrs100, age_65plus_prop, indoor_dine,
                           CumCovid_pre,lnCumCovid1000_pre) 
todrop&lt;-c(&quot;State&quot;,&quot;County&quot;,&quot;totpop1519&quot;,&quot;GDP_co_2019&quot;,&quot;CumCovid_pre&quot;,&quot;grocery_wkrs100&quot;, &quot;age_65plus_prop&quot;, &quot;indoor_dine&quot;)
mat1 &lt;- cem(treatment = &quot;State&quot;,
            cutpoints=list(ln_GDP_co_2019=4,
                           ln_totpop1519=6,
                           perc_unemploy1519=2,
                           percBA1519=2, 
                           urb2010=2,
                           percblack1519=3,
                           perc_otherrace1519=3,
                           perclatino1519=2, 
                           perc_foreign1519=2,
                          Bidenmarg=4),
            baseline.group = &quot;Oregon&quot;,
            drop=todrop,data = tomatch, keep.all = TRUE)</code></pre>
<pre><code>## 
## Using &#39;State&#39;=&#39;Oregon&#39; as baseline group</code></pre>
<pre class="r"><code>matches&lt;-tomatch[mat1$matched==TRUE,] %&gt;% mutate(matched=&quot;TRUE&quot;) %&gt;% select(State,County,matched)
matched_data1&lt;-mydata %&gt;% left_join(matches, by=c(&quot;State&quot;,&quot;County&quot;)) %&gt;% filter(matched==TRUE)

mydata$State_grocery_day&lt;-mydata$State_dum*mydata$grocery_day
matched_data1$State_grocery_day&lt;-matched_data1$State_dum*matched_data1$grocery_day
m1_all_fe&lt;-lm(ln_Newcases7~grocery_day+State_dum+State_grocery_day+lag3_lnNewCasescap1000+factor(County), data=mydata)

m1_matched_fe&lt;-lm(ln_Newcases7~grocery_day+State_dum+State_grocery_day+lag3_lnNewCasescap1000+factor(County), data=matched_data1)

modelsummary(list(&quot;Full Sample&quot;=m1_all_fe, &quot;Matched Sample&quot;=m1_matched_fe), estimate=&quot;{estimate}{stars} ({std.error})&quot;, statistic=NULL, 
             gof_omit=&#39;logLik|BIC|AIC&#39;,
          fmt=3,
          caption=&quot;The Effect of Vaccine Eligibility to Grocery Employees on New Daily Covid-19 Cases (logged)&quot;,
          coef_rename=c(&quot;grocery_day&quot;=&quot;Day of Treatment&quot;, 
                       &quot;State_dum&quot;=&quot;California&quot;,
                       &quot;State_grocery_day&quot;=&quot;California*Day of Treatment&quot;,
                       &quot;(Intercept)&quot;=&quot;Constant&quot;))</code></pre>
<table class="table" style="width: auto !important; margin-left: auto; margin-right: auto;">
<caption>
The Effect of Vaccine Eligibility to Grocery Employees on New Daily
Covid-19 Cases (logged)
</caption>
<thead>
<tr>
<th style="text-align:left;">
</th>
<th style="text-align:center;">
Full Sample
</th>
<th style="text-align:center;">
Matched Sample
</th>
</tr>
</thead>
<tbody>
<tr>
<td style="text-align:left;">
Constant
</td>
<td style="text-align:center;">
4.455*** (0.094)
</td>
<td style="text-align:center;">
2.973*** (0.051)
</td>
</tr>
<tr>
<td style="text-align:left;">
Day of Treatment
</td>
<td style="text-align:center;">
−0.006*** (0.001)
</td>
<td style="text-align:center;">
−0.010*** (0.002)
</td>
</tr>
<tr>
<td style="text-align:left;">
California
</td>
<td style="text-align:center;">
1.803*** (0.077)
</td>
<td style="text-align:center;">
−0.383*** (0.071)
</td>
</tr>
<tr>
<td style="text-align:left;">
California*Day of Treatment
</td>
<td style="text-align:center;">
−0.037*** (0.002)
</td>
<td style="text-align:center;">
−0.029*** (0.003)
</td>
</tr>
<tr>
<td style="text-align:left;">
lag3_lnNewCasescap1000
</td>
<td style="text-align:center;">
0.275*** (0.004)
</td>
<td style="text-align:center;">
0.151*** (0.006)
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)alpine
</td>
<td style="text-align:center;">
−5.024*** (0.077)
</td>
<td style="text-align:center;">
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)amador
</td>
<td style="text-align:center;">
−3.300*** (0.077)
</td>
<td style="text-align:center;">
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)baker
</td>
<td style="text-align:center;">
−2.535*** (0.108)
</td>
<td style="text-align:center;">
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)benton
</td>
<td style="text-align:center;">
−1.295*** (0.108)
</td>
<td style="text-align:center;">
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)butte
</td>
<td style="text-align:center;">
−1.922*** (0.077)
</td>
<td style="text-align:center;">
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)calaveras
</td>
<td style="text-align:center;">
−3.440*** (0.077)
</td>
<td style="text-align:center;">
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)clackamas
</td>
<td style="text-align:center;">
0.039 (0.108)
</td>
<td style="text-align:center;">
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)clatsop
</td>
<td style="text-align:center;">
−2.337*** (0.108)
</td>
<td style="text-align:center;">
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)columbia
</td>
<td style="text-align:center;">
−1.885*** (0.108)
</td>
<td style="text-align:center;">
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)colusa
</td>
<td style="text-align:center;">
−3.790*** (0.077)
</td>
<td style="text-align:center;">
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)contra costa
</td>
<td style="text-align:center;">
−0.246** (0.077)
</td>
<td style="text-align:center;">
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)coos
</td>
<td style="text-align:center;">
−1.473*** (0.108)
</td>
<td style="text-align:center;">
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)crook
</td>
<td style="text-align:center;">
−2.408*** (0.108)
</td>
<td style="text-align:center;">
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)curry
</td>
<td style="text-align:center;">
−2.505*** (0.108)
</td>
<td style="text-align:center;">
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)del norte
</td>
<td style="text-align:center;">
−3.846*** (0.077)
</td>
<td style="text-align:center;">
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)deschutes
</td>
<td style="text-align:center;">
−0.622*** (0.108)
</td>
<td style="text-align:center;">
0.623*** (0.070)
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)douglas
</td>
<td style="text-align:center;">
−1.131*** (0.108)
</td>
<td style="text-align:center;">
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)el dorado
</td>
<td style="text-align:center;">
−2.075*** (0.077)
</td>
<td style="text-align:center;">
1.376*** (0.070)
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)fresno
</td>
<td style="text-align:center;">
0.001 (0.077)
</td>
<td style="text-align:center;">
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)gilliam
</td>
<td style="text-align:center;">
−2.364*** (0.110)
</td>
<td style="text-align:center;">
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)glenn
</td>
<td style="text-align:center;">
−3.466*** (0.077)
</td>
<td style="text-align:center;">
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)grant
</td>
<td style="text-align:center;">
−3.010*** (0.108)
</td>
<td style="text-align:center;">
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)harney
</td>
<td style="text-align:center;">
−3.036*** (0.108)
</td>
<td style="text-align:center;">
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)hood river
</td>
<td style="text-align:center;">
−2.442*** (0.108)
</td>
<td style="text-align:center;">
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)humboldt
</td>
<td style="text-align:center;">
−2.687*** (0.077)
</td>
<td style="text-align:center;">
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)imperial
</td>
<td style="text-align:center;">
−1.761*** (0.077)
</td>
<td style="text-align:center;">
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)inyo
</td>
<td style="text-align:center;">
−3.788*** (0.077)
</td>
<td style="text-align:center;">
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)jackson
</td>
<td style="text-align:center;">
−0.291** (0.108)
</td>
<td style="text-align:center;">
0.990*** (0.070)
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)jefferson
</td>
<td style="text-align:center;">
−2.137*** (0.108)
</td>
<td style="text-align:center;">
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)josephine
</td>
<td style="text-align:center;">
−1.099*** (0.108)
</td>
<td style="text-align:center;">
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)kern
</td>
<td style="text-align:center;">
−0.098 (0.077)
</td>
<td style="text-align:center;">
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)kings
</td>
<td style="text-align:center;">
−1.834*** (0.077)
</td>
<td style="text-align:center;">
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)klamath
</td>
<td style="text-align:center;">
−1.390*** (0.108)
</td>
<td style="text-align:center;">
−0.110 (0.070)
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)lake
</td>
<td style="text-align:center;">
−3.008*** (0.077)
</td>
<td style="text-align:center;">
0.461*** (0.070)
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)lane
</td>
<td style="text-align:center;">
−0.112 (0.108)
</td>
<td style="text-align:center;">
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)lassen
</td>
<td style="text-align:center;">
−3.660*** (0.077)
</td>
<td style="text-align:center;">
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)lincoln
</td>
<td style="text-align:center;">
−2.172*** (0.108)
</td>
<td style="text-align:center;">
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)linn
</td>
<td style="text-align:center;">
−1.136*** (0.108)
</td>
<td style="text-align:center;">
0.085 (0.070)
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)los angeles
</td>
<td style="text-align:center;">
2.247*** (0.077)
</td>
<td style="text-align:center;">
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)madera
</td>
<td style="text-align:center;">
−1.876*** (0.077)
</td>
<td style="text-align:center;">
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)malheur
</td>
<td style="text-align:center;">
−2.164*** (0.108)
</td>
<td style="text-align:center;">
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)marin
</td>
<td style="text-align:center;">
−1.960*** (0.077)
</td>
<td style="text-align:center;">
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)marion
</td>
<td style="text-align:center;">
0.111 (0.108)
</td>
<td style="text-align:center;">
1.389*** (0.070)
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)mariposa
</td>
<td style="text-align:center;">
−4.419*** (0.077)
</td>
<td style="text-align:center;">
−1.121*** (0.070)
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)mendocino
</td>
<td style="text-align:center;">
−3.040*** (0.077)
</td>
<td style="text-align:center;">
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)merced
</td>
<td style="text-align:center;">
−1.194*** (0.077)
</td>
<td style="text-align:center;">
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)modoc
</td>
<td style="text-align:center;">
−4.640*** (0.077)
</td>
<td style="text-align:center;">
−1.206*** (0.070)
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)mono
</td>
<td style="text-align:center;">
−4.191*** (0.077)
</td>
<td style="text-align:center;">
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)monterey
</td>
<td style="text-align:center;">
−1.048*** (0.077)
</td>
<td style="text-align:center;">
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)morrow
</td>
<td style="text-align:center;">
−2.733*** (0.108)
</td>
<td style="text-align:center;">
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)multnomah
</td>
<td style="text-align:center;">
0.656*** (0.108)
</td>
<td style="text-align:center;">
1.879*** (0.070)
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)napa
</td>
<td style="text-align:center;">
−2.220*** (0.077)
</td>
<td style="text-align:center;">
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)nevada
</td>
<td style="text-align:center;">
−2.685*** (0.077)
</td>
<td style="text-align:center;">
0.768*** (0.070)
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)orange
</td>
<td style="text-align:center;">
0.768*** (0.077)
</td>
<td style="text-align:center;">
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)placer
</td>
<td style="text-align:center;">
−1.279*** (0.077)
</td>
<td style="text-align:center;">
2.189*** (0.070)
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)plumas
</td>
<td style="text-align:center;">
−4.288*** (0.077)
</td>
<td style="text-align:center;">
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)polk
</td>
<td style="text-align:center;">
−1.296*** (0.108)
</td>
<td style="text-align:center;">
−0.034 (0.070)
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)riverside
</td>
<td style="text-align:center;">
0.709*** (0.077)
</td>
<td style="text-align:center;">
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)sacramento
</td>
<td style="text-align:center;">
0.125 (0.077)
</td>
<td style="text-align:center;">
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)san benito
</td>
<td style="text-align:center;">
−2.857*** (0.077)
</td>
<td style="text-align:center;">
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)san bernardino
</td>
<td style="text-align:center;">
0.681*** (0.077)
</td>
<td style="text-align:center;">
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)san diego
</td>
<td style="text-align:center;">
1.105*** (0.077)
</td>
<td style="text-align:center;">
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)san francisco
</td>
<td style="text-align:center;">
−0.848*** (0.077)
</td>
<td style="text-align:center;">
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)san joaquin
</td>
<td style="text-align:center;">
−0.302*** (0.077)
</td>
<td style="text-align:center;">
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)san luis obispo
</td>
<td style="text-align:center;">
−1.409*** (0.077)
</td>
<td style="text-align:center;">
2.090*** (0.070)
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)san mateo
</td>
<td style="text-align:center;">
−0.737*** (0.077)
</td>
<td style="text-align:center;">
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)santa barbara
</td>
<td style="text-align:center;">
−0.952*** (0.077)
</td>
<td style="text-align:center;">
2.547*** (0.070)
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)santa clara
</td>
<td style="text-align:center;">
0.273*** (0.077)
</td>
<td style="text-align:center;">
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)santa cruz
</td>
<td style="text-align:center;">
−1.631*** (0.077)
</td>
<td style="text-align:center;">
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)shasta
</td>
<td style="text-align:center;">
−2.017*** (0.077)
</td>
<td style="text-align:center;">
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)sherman
</td>
<td style="text-align:center;">
−2.307*** (0.110)
</td>
<td style="text-align:center;">
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)sierra
</td>
<td style="text-align:center;">
−4.654*** (0.077)
</td>
<td style="text-align:center;">
−1.529*** (0.072)
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)siskiyou
</td>
<td style="text-align:center;">
−3.542*** (0.077)
</td>
<td style="text-align:center;">
−0.110 (0.070)
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)solano
</td>
<td style="text-align:center;">
−1.083*** (0.077)
</td>
<td style="text-align:center;">
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)sonoma
</td>
<td style="text-align:center;">
−1.136*** (0.077)
</td>
<td style="text-align:center;">
2.316*** (0.070)
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)stanislaus
</td>
<td style="text-align:center;">
−0.545*** (0.077)
</td>
<td style="text-align:center;">
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)sutter
</td>
<td style="text-align:center;">
−2.464*** (0.077)
</td>
<td style="text-align:center;">
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)tehama
</td>
<td style="text-align:center;">
−2.864*** (0.077)
</td>
<td style="text-align:center;">
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)tillamook
</td>
<td style="text-align:center;">
−2.477*** (0.108)
</td>
<td style="text-align:center;">
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)trinity
</td>
<td style="text-align:center;">
−4.586*** (0.077)
</td>
<td style="text-align:center;">
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)tulare
</td>
<td style="text-align:center;">
−0.791*** (0.077)
</td>
<td style="text-align:center;">
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)tuolumne
</td>
<td style="text-align:center;">
−3.192*** (0.077)
</td>
<td style="text-align:center;">
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)umatilla
</td>
<td style="text-align:center;">
−1.084*** (0.108)
</td>
<td style="text-align:center;">
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)union
</td>
<td style="text-align:center;">
−2.323*** (0.108)
</td>
<td style="text-align:center;">
−1.065*** (0.070)
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)ventura
</td>
<td style="text-align:center;">
−0.284*** (0.077)
</td>
<td style="text-align:center;">
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)wallowa
</td>
<td style="text-align:center;">
−2.950*** (0.108)
</td>
<td style="text-align:center;">
−1.922*** (0.071)
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)wasco
</td>
<td style="text-align:center;">
−2.379*** (0.108)
</td>
<td style="text-align:center;">
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)washington
</td>
<td style="text-align:center;">
0.385*** (0.108)
</td>
<td style="text-align:center;">
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)wheeler
</td>
<td style="text-align:center;">
−2.308*** (0.110)
</td>
<td style="text-align:center;">
−1.726*** (0.077)
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)yamhill
</td>
<td style="text-align:center;">
−1.236*** (0.108)
</td>
<td style="text-align:center;">
</td>
</tr>
<tr>
<td style="text-align:left;">
factor(County)yolo
</td>
<td style="text-align:center;">
−1.844*** (0.077)
</td>
<td style="text-align:center;">
</td>
</tr>
<tr>
<td style="text-align:left;box-shadow: 0px 1px">
factor(County)yuba
</td>
<td style="text-align:center;box-shadow: 0px 1px">
−2.722*** (0.077)
</td>
<td style="text-align:center;box-shadow: 0px 1px">
</td>
</tr>
<tr>
<td style="text-align:left;">
Num.Obs.
</td>
<td style="text-align:center;">
10904
</td>
<td style="text-align:center;">
2668
</td>
</tr>
<tr>
<td style="text-align:left;">
R2
</td>
<td style="text-align:center;">
0.911
</td>
<td style="text-align:center;">
0.885
</td>
</tr>
<tr>
<td style="text-align:left;">
R2 Adj.
</td>
<td style="text-align:center;">
0.910
</td>
<td style="text-align:center;">
0.884
</td>
</tr>
<tr>
<td style="text-align:left;">
Log.Lik.
</td>
<td style="text-align:center;">
−9535.240
</td>
<td style="text-align:center;">
−2086.237
</td>
</tr>
<tr>
<td style="text-align:left;">
RMSE
</td>
<td style="text-align:center;">
0.58
</td>
<td style="text-align:center;">
0.53
</td>
</tr>
</tbody>
</table>
</div>
</div>
<div class="footnotes footnotes-end-of-document">
<hr />
<ol>
<li id="fn1"><p>Assistant Professor, University of Toronto, <a href="mailto:olga.chyzh@utoronto.ca" class="email">olga.chyzh@utoronto.ca</a><a href="#fnref1" class="footnote-back">↩︎</a></p></li>
</ol>
</div>




</div>

<script>

// add bootstrap table styles to pandoc tables
function bootstrapStylePandocTables() {
  $('tr.odd').parent('tbody').parent('table').addClass('table table-condensed');
}
$(document).ready(function () {
  bootstrapStylePandocTables();
});


</script>

<!-- tabsets -->

<script>
$(document).ready(function () {
  window.buildTabsets("TOC");
});

$(document).ready(function () {
  $('.tabset-dropdown > .nav-tabs > li').click(function () {
    $(this).parent().toggleClass('nav-tabs-open');
  });
});
</script>

<!-- code folding -->


<!-- dynamically load mathjax for compatibility with self-contained -->
<script>
  (function () {
    var script = document.createElement("script");
    script.type = "text/javascript";
    script.src  = "https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML";
    document.getElementsByTagName("head")[0].appendChild(script);
  })();
</script>

</body>
</html>
